Fixed issue with container cannot find module

* Added required setup for f-droid

* Added distributionSha256Sum tp gradle-wrapper.properties

.github/workflows/build_push_server_latest.yml

@@ -1,10 +1,6 @@
-name: Build Server
+name: Build Server - Latest
 
 on:
-  # Triggers the workflow on push or pull request events but only for the main branch
-  #schedule:
-  # * is a special character in YAML so you have to quote this string
-  #- cron:  '0 0 * * *'
   workflow_dispatch:
   push:
     branches: [main]

.github/workflows/build_push_server_release.yml

@@ -0,0 +1,40 @@
+name: Build Server - Release
+
+on:
+  workflow_dispatch:
+  release:
+    types: [published]
+
+jobs:
+  buildandpush:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+        with:
+          ref: "main" # branch
+      # https://github.com/docker/setup-qemu-action#usage
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1.2.0
+      # https://github.com/marketplace/actions/docker-setup-buildx
+      - name: Set up Docker Buildx
+        id: buildx
+        uses: docker/setup-buildx-action@v1.6.0
+      # https://github.com/docker/login-action#docker-hub
+      - name: Login to Docker Hub
+        uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      # https://github.com/docker/build-push-action#multi-platform-image
+      - name: Build and push Immich
+        uses: docker/build-push-action@v2.10.0
+        with:
+          context: ./server
+          file: ./server/Dockerfile
+          #platforms: linux/amd64,linux/arm64,linux/riscv64,linux/ppc64le,linux/s390x,linux/386,linux/mips64le,linux/mips64,linux/arm/v7,linux/arm/v6
+          platforms: linux/arm/v7,linux/amd64,linux/arm64
+          pull: true
+          push: true
+          tags: |
+            altran1502/immich-server:${{github.ref_name}}

.gitignore

@@ -1 +1,3 @@
-.DS_Store
+.DS_Store
+.vscode
+.idea

Makefile

@@ -1,8 +1,11 @@
 dev:
-	docker-compose -f ./docker/docker-compose.yml up
+	docker-compose -f ./docker/docker-compose.dev.yml up --remove-orphans
 
 dev-update:
-	docker-compose -f ./docker/docker-compose.yml up --build -V 
+	docker-compose -f ./docker/docker-compose.dev.yml up --build -V --remove-orphans
 
 dev-scale:
-	docker-compose -f ./docker/docker-compose.yml up --build -V  --scale immich_server=3 --remove-orphans 
+	docker-compose -f ./docker/docker-compose.dev.yml up --build -V  --scale immich_server=3 --remove-orphans 
+
+prod:
+	docker-compose -f ./docker/docker-compose.yml up --build -V --remove-orphans

README.md

@@ -34,7 +34,8 @@ Loading ~4000 images/videos
 <p align="left">
   <img src="design/nsc1.png" width="150" title="Login With Custom URL">
   <img src="design/nsc2.png" width="150" title="Backup Setting Info">
-  <img src="design/nsc3.png" width="150" title="Multiple seelct">
+  <img src="design/nsc3.png" width="150" title="Multiple select">
+  <img src="design/nsc4.jpeg" width="150" title="Curated Search Info">
   <img src="design/nsc6.png" width="150" title="EXIF Info">
 
 </p>
@@ -55,11 +56,13 @@ This project is under heavy development, there will be continous functions, feat
 - Extract and display EXIF info.
 - Real-time render from multi-device upload event.
 - Image Tagging/Classification based on ImageNet dataset
+- Object detection based on COCO SSD.
 - Search assets based on tags and exif data (lens, make, model, orientation)
 - Upload assets from your local computer/server using [immich cli tools](https://www.npmjs.com/package/immich)
 - [Optional] Reserve geocoding using Mapbox (Generous free-tier of 100,000 search/month)
 - Show asset's location information on map (OpenStreetMap).
 - Show curated places on the search page
+- Show curated objects on the search page
 
 # Development
 
@@ -69,7 +72,7 @@ You can use docker compose for development, there are several services that comp
 2. PostgreSQL
 3. Redis
 4. Nginx
-5. TensorFlow and Keras
+5. TensorFlow
 
 ## Populate .env file
 

docker/.env.example

@@ -1,6 +1,3 @@
-# STAGE
-NODE_ENV=development
-
 # Database
 DB_USERNAME=postgres
 DB_PASSWORD=postgres

docker/docker-compose.dev.yml

@@ -0,0 +1,89 @@
+version: "3.8"
+
+services:
+  immich_server:
+    image: immich-server-dev:1.3.2
+    build:
+      context: ../server
+      dockerfile: ../server/Dockerfile
+    command: npm run start:dev
+    expose:
+      - "3000"
+    volumes:
+      - ../server:/usr/src/app
+      - ${UPLOAD_LOCATION}:/usr/src/app/upload
+      - /usr/src/app/node_modules
+    env_file:
+      - .env
+    environment:
+      - NODE_ENV=development
+    depends_on:
+      - redis
+      - database
+    networks:
+      - immich_network
+
+  immich_microservices:
+    image: immich-microservices-dev:1.3.2
+    build:
+      context: ../microservices
+      dockerfile: ../microservices/Dockerfile
+    command: npm run start:dev
+    expose:
+      - "3001"
+    volumes:
+      - ../microservices:/usr/src/app
+      - ${UPLOAD_LOCATION}:/usr/src/app/upload
+      - /usr/src/app/node_modules
+    env_file:
+      - .env
+    environment:
+      - NODE_ENV=development
+    depends_on:
+      - database
+    networks:
+      - immich_network
+
+
+  redis:
+    container_name: immich_redis
+    image: redis:6.2
+    networks:
+      - immich_network
+
+  database:
+    container_name: immich_postgres
+    image: postgres:14
+    env_file:
+      - .env
+    environment:
+      POSTGRES_PASSWORD: ${DB_PASSWORD}
+      POSTGRES_USER: ${DB_USERNAME}
+      POSTGRES_DB: ${DB_DATABASE_NAME}
+      PG_DATA: /var/lib/postgresql/data
+    volumes:
+      - pgdata:/var/lib/postgresql/data
+    ports:
+      - 5432:5432
+    networks:
+      - immich_network
+
+  nginx:
+    container_name: proxy_nginx
+    image: nginx:latest
+    volumes:
+      - ./settings/nginx-conf:/etc/nginx/conf.d
+    ports:
+      - 2283:80
+      - 2284:443
+    logging:
+      driver: none
+    networks:
+      - immich_network
+    depends_on:
+      - immich_server
+
+networks:
+  immich_network:
+volumes:
+  pgdata:

docker/docker-compose.gpu.yml

@@ -2,10 +2,9 @@ version: "3.8"
 
 services:
   immich_server:
-    image: immich-server-dev:1.3.0
+    image: immich-server-dev:1.4.0
     build:
       context: ../server
-      target: development
       dockerfile: ../server/Dockerfile
     command: npm run start:dev
     expose:
@@ -22,6 +21,33 @@ services:
     networks:
       - immich_network
 
+  immich_microservices:
+    image: immich-microservices-dev:1.4.0
+    build:
+      context: ../microservices
+      dockerfile: ../microservices/Dockerfile
+    command: npm run start:dev
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: 1
+              capabilities: [ gpu ]
+    expose:
+      - "3001"
+    volumes:
+      - ../microservices:/usr/src/app
+      - ${UPLOAD_LOCATION}:/usr/src/app/upload
+      - /usr/src/app/node_modules
+    env_file:
+      - .env
+    depends_on:
+      - database
+      - immich_server
+    networks:
+      - immich_network
+
   redis:
     container_name: immich_redis
     image: redis:6.2
@@ -60,35 +86,6 @@ services:
     depends_on:
       - immich_server
 
-  immich_tf_fastapi:
-    container_name: immich_tf_fastapi
-    image: tensor_flow_fastapi:1.0.0
-    restart: always
-    command: uvicorn app.main:app --proxy-headers --host 0.0.0.0 --port 8000 --reload
-    build:
-      context: ../machine_learning
-      target: gpu
-      dockerfile: ../machine_learning/Dockerfile
-    deploy:
-      resources:
-        reservations:
-          devices:
-            - driver: nvidia
-              count: 1
-              capabilities: [gpu]
-    volumes:
-      - ../machine_learning/app:/code/app
-      - ${UPLOAD_LOCATION}:/code/app/upload
-    ports:
-      - 2285:8000
-    expose:
-      - "8000"
-    depends_on:
-      - database
-    networks:
-      - immich_network
-
-      
 networks:
   immich_network:
 volumes:

docker/docker-compose.yml

@@ -2,13 +2,11 @@ version: "3.8"
 
 services:
   immich_server:
-    image: immich-server-dev:1.3.0
+    image: immich-server:1.4.0
     build:
       context: ../server
-      target: development
       dockerfile: ../server/Dockerfile
     entrypoint: ["/bin/sh", "./entrypoint.sh"]
-    # command: npm run start:dev
     expose:
       - "3000"
     volumes:
@@ -17,12 +15,36 @@ services:
       - /usr/src/app/node_modules
     env_file:
       - .env
+    environment:
+      - NODE_ENV=production
     depends_on:
       - redis
       - database
     networks:
       - immich_network
 
+  immich_microservices:
+    image: immich-microservices:1.4.0
+    build:
+      context: ../microservices
+      dockerfile: ../microservices/Dockerfile
+    entrypoint: ["/bin/sh", "./entrypoint.sh"]
+    expose:
+      - "3001"
+    volumes:
+      - ../microservices:/usr/src/app
+      - ${UPLOAD_LOCATION}:/usr/src/app/upload
+      - /usr/src/app/node_modules
+    env_file:
+      - .env
+    environment:
+      - NODE_ENV=production
+    depends_on:
+      - database
+    networks:
+      - immich_network
+
+
   redis:
     container_name: immich_redis
     image: redis:6.2
@@ -61,28 +83,28 @@ services:
     depends_on:
       - immich_server
 
-  immich_tf_fastapi:
-    container_name: immich_tf_fastapi
-    image: tensor_flow_fastapi:1.0.0
-    restart: always
-    command: uvicorn app.main:app --proxy-headers --host 0.0.0.0 --port 8000 --reload
-    build:
-      context: ../machine_learning
-      target: cpu
-      dockerfile: ../machine_learning/Dockerfile
-    volumes:
-      - ../machine_learning/app:/code/app
-      - ${UPLOAD_LOCATION}:/code/app/upload
-    ports:
-      - 2285:8000
-    expose:
-      - "8000"
-    depends_on:
-      - database
-    networks:
-      - immich_network
+  # immich_tf_fastapi:
+  #   container_name: immich_tf_fastapi
+  #   image: tensor_flow_fastapi:1.0.0
+  #   restart: always
+  #   command: uvicorn app.main:app --proxy-headers --host 0.0.0.0 --port 8000 --reload
+  #   build:
+  #     context: ../machine_learning
+  #     target: cpu
+  #     dockerfile: ../machine_learning/Dockerfile
+  #   volumes:
+  #     - ../machine_learning/app:/code/app
+  #     - ${UPLOAD_LOCATION}:/code/app/upload
+  #   ports:
+  #     - 2285:8000
+  #   expose:
+  #     - "8000"
+  #   depends_on:
+  #     - database
+  #   networks:
+  #     - immich_network
 
 networks:
   immich_network:
 volumes:
-  pgdata:
+  pgdata:

docker/settings/nginx-conf/nginx.conf

@@ -13,7 +13,7 @@ server {
   client_max_body_size 50000M;
 
   listen 80;
-
+  access_log off;
   location / {
     proxy_buffering off;
     proxy_buffer_size 16k;

fastlane/README.md

@@ -0,0 +1,3 @@
+This directory exists because of the F-Droid build process. F-Droid is using the same directory structure as Fastlane for the app metadata.
+
+Because F-Droid expects the metadata to be located in the root of the repository we need to have this symlink.

fastlane/metadata

@@ -0,0 +1 @@
+../mobile/android/fastlane/metadata

microservices/.dockerignore

@@ -0,0 +1,4 @@
+node_modules/
+upload/
+dist/
+

microservices/.eslintrc.js

@@ -0,0 +1,24 @@
+module.exports = {
+  parser: '@typescript-eslint/parser',
+  parserOptions: {
+    project: 'tsconfig.json',
+    sourceType: 'module',
+  },
+  plugins: ['@typescript-eslint/eslint-plugin'],
+  extends: [
+    'plugin:@typescript-eslint/recommended',
+    'plugin:prettier/recommended',
+  ],
+  root: true,
+  env: {
+    node: true,
+    jest: true,
+  },
+  ignorePatterns: ['.eslintrc.js'],
+  rules: {
+    '@typescript-eslint/interface-name-prefix': 'off',
+    '@typescript-eslint/explicit-function-return-type': 'off',
+    '@typescript-eslint/explicit-module-boundary-types': 'off',
+    '@typescript-eslint/no-explicit-any': 'off',
+  },
+};

microservices/.gitignore

@@ -0,0 +1,35 @@
+# compiled output
+/dist
+/node_modules
+
+# Logs
+logs
+*.log
+npm-debug.log*
+pnpm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+lerna-debug.log*
+
+# OS
+.DS_Store
+
+# Tests
+/coverage
+/.nyc_output
+
+# IDEs and editors
+/.idea
+.project
+.classpath
+.c9/
+*.launch
+.settings/
+*.sublime-workspace
+
+# IDE - VSCode
+.vscode/*
+!.vscode/settings.json
+!.vscode/tasks.json
+!.vscode/launch.json
+!.vscode/extensions.json

microservices/.prettierrc

@@ -0,0 +1,4 @@
+{
+  "singleQuote": true,
+  "trailingComma": "all"
+}

microservices/Dockerfile

@@ -0,0 +1,16 @@
+FROM node:16-bullseye-slim 
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+WORKDIR /usr/src/app
+
+COPY package.json package-lock.json ./
+
+RUN apt-get update
+RUN apt-get install gcc g++ make cmake python3 python3-pip ffmpeg -y
+
+RUN npm install
+
+COPY . .
+
+RUN npm run build

microservices/README.md

@@ -0,0 +1,4 @@
+
+# Microservices for Immich
+
+## Image Classifier

microservices/entrypoint.sh

@@ -0,0 +1,2 @@
+# npm run typeorm migration:run
+npm run build && npm run start:prod

microservices/nest-cli.json

@@ -0,0 +1,4 @@
+{
+  "collection": "@nestjs/schematics",
+  "sourceRoot": "src"
+}

microservices/package.json

@@ -0,0 +1,83 @@
+{
+  "name": "nest_microservices",
+  "version": "0.0.1",
+  "description": "",
+  "author": "",
+  "private": true,
+  "license": "UNLICENSED",
+  "scripts": {
+    "prebuild": "rimraf dist",
+    "build": "nest build",
+    "format": "prettier --write \"src/**/*.ts\" \"test/**/*.ts\"",
+    "start": "nest start",
+    "start:dev": "nest start --watch",
+    "start:debug": "nest start --debug --watch",
+    "start:prod": "node dist/main",
+    "lint": "eslint \"{src,apps,libs,test}/**/*.ts\" --fix",
+    "test": "jest",
+    "test:watch": "jest --watch",
+    "test:cov": "jest --coverage",
+    "test:debug": "node --inspect-brk -r tsconfig-paths/register -r ts-node/register node_modules/.bin/jest --runInBand",
+    "test:e2e": "jest --config ./test/jest-e2e.json"
+  },
+  "dependencies": {
+    "@nestjs/common": "^8.0.0",
+    "@nestjs/core": "^8.0.0",
+    "@nestjs/mapped-types": "^1.0.1",
+    "@nestjs/platform-express": "^8.0.0",
+    "@nestjs/typeorm": "^8.0.3",
+    "@tensorflow-models/coco-ssd": "^2.2.2",
+    "@tensorflow-models/mobilenet": "^2.1.0",
+    "@tensorflow/tfjs": "^3.15.0",
+    "@tensorflow/tfjs-converter": "^3.15.0",
+    "@tensorflow/tfjs-core": "^3.15.0",
+    "@tensorflow/tfjs-node": "^3.15.0",
+    "@tensorflow/tfjs-node-gpu": "^3.15.0",
+    "@trpc/server": "^9.20.3",
+    "pg": "^8.7.3",
+    "reflect-metadata": "^0.1.13",
+    "rimraf": "^3.0.2",
+    "rxjs": "^7.2.0",
+    "typeorm": "^0.2.45"
+  },
+  "devDependencies": {
+    "@nestjs/cli": "^8.2.4",
+    "@nestjs/schematics": "^8.0.0",
+    "@nestjs/testing": "^8.0.0",
+    "@types/express": "^4.17.13",
+    "@types/jest": "27.4.1",
+    "@types/node": "^16.0.0",
+    "@types/supertest": "^2.0.11",
+    "@typescript-eslint/eslint-plugin": "^5.0.0",
+    "@typescript-eslint/parser": "^5.0.0",
+    "eslint": "^8.0.1",
+    "eslint-config-prettier": "^8.3.0",
+    "eslint-plugin-prettier": "^4.0.0",
+    "jest": "^27.2.5",
+    "prettier": "^2.3.2",
+    "source-map-support": "^0.5.20",
+    "supertest": "^6.1.3",
+    "ts-jest": "^27.0.3",
+    "ts-loader": "^9.2.3",
+    "ts-node": "^10.0.0",
+    "tsconfig-paths": "^3.10.1",
+    "typescript": "^4.3.5"
+  },
+  "jest": {
+    "moduleFileExtensions": [
+      "js",
+      "json",
+      "ts"
+    ],
+    "rootDir": "src",
+    "testRegex": ".*\\.spec\\.ts$",
+    "transform": {
+      "^.+\\.(t|j)s$": "ts-jest"
+    },
+    "collectCoverageFrom": [
+      "**/*.(t|j)s"
+    ],
+    "coverageDirectory": "../coverage",
+    "testEnvironment": "node"
+  }
+}

microservices/src/app.module.ts

@@ -0,0 +1,16 @@
+import { Module } from '@nestjs/common';
+import { ImageClassifierModule } from './image-classifier/image-classifier.module';
+import { databaseConfig } from './config/database.config';
+import { TypeOrmModule } from '@nestjs/typeorm';
+import { ObjectDetectionModule } from './object-detection/object-detection.module';
+
+@Module({
+  imports: [
+    TypeOrmModule.forRoot(databaseConfig),
+    ImageClassifierModule,
+    ObjectDetectionModule,
+  ],
+  controllers: [],
+  providers: [],
+})
+export class AppModule {}

microservices/src/config/database.config.ts

@@ -0,0 +1,11 @@
+import { TypeOrmModuleOptions } from '@nestjs/typeorm';
+
+export const databaseConfig: TypeOrmModuleOptions = {
+  type: 'postgres',
+  host: 'immich_postgres',
+  port: 5432,
+  username: process.env.DB_USERNAME,
+  password: process.env.DB_PASSWORD,
+  database: process.env.DB_DATABASE_NAME,
+  synchronize: false,
+};

microservices/src/image-classifier/image-classifier.controller.ts

@@ -0,0 +1,14 @@
+import { Body, Controller, Post } from '@nestjs/common';
+import { ImageClassifierService } from './image-classifier.service';
+
+@Controller('image-classifier')
+export class ImageClassifierController {
+  constructor(
+    private readonly imageClassifierService: ImageClassifierService,
+  ) {}
+
+  @Post('/tagImage')
+  async tagImage(@Body('thumbnailPath') thumbnailPath: string) {
+    return await this.imageClassifierService.tagImage(thumbnailPath);
+  }
+}

microservices/src/image-classifier/image-classifier.module.ts

@@ -0,0 +1,9 @@
+import { Module } from '@nestjs/common';
+import { ImageClassifierService } from './image-classifier.service';
+import { ImageClassifierController } from './image-classifier.controller';
+
+@Module({
+  controllers: [ImageClassifierController],
+  providers: [ImageClassifierService],
+})
+export class ImageClassifierModule {}

microservices/src/image-classifier/image-classifier.service.ts

@@ -0,0 +1,48 @@
+import { Injectable, Logger } from '@nestjs/common';
+import * as mobilenet from '@tensorflow-models/mobilenet';
+import * as cocoSsd from '@tensorflow-models/coco-ssd';
+import * as tf from '@tensorflow/tfjs-node';
+import * as fs from 'fs';
+
+@Injectable()
+export class ImageClassifierService {
+  private readonly MOBILENET_VERSION = 2;
+  private readonly MOBILENET_ALPHA = 1.0;
+
+  private mobileNetModel: mobilenet.MobileNet;
+
+  constructor() {
+    Logger.log(
+      `Running Node TensorFlow Version : ${tf.version['tfjs']}`,
+      'ImageClassifier',
+    );
+    mobilenet
+      .load({
+        version: this.MOBILENET_VERSION,
+        alpha: this.MOBILENET_ALPHA,
+      })
+      .then((mobilenetModel) => (this.mobileNetModel = mobilenetModel));
+  }
+
+  async tagImage(thumbnailPath: string) {
+    try {
+      const isExist = fs.existsSync(thumbnailPath);
+      if (isExist) {
+        const tags = [];
+        const image = fs.readFileSync(thumbnailPath);
+        const decodedImage = tf.node.decodeImage(image, 3) as tf.Tensor3D;
+        const predictions = await this.mobileNetModel.classify(decodedImage);
+
+        for (const prediction of predictions) {
+          if (prediction.probability >= 0.1) {
+            tags.push(...prediction.className.split(',').map((e) => e.trim()));
+          }
+        }
+
+        return tags;
+      }
+    } catch (e) {
+      console.log('Error reading file ', e);
+    }
+  }
+}

microservices/src/main.ts

@@ -0,0 +1,25 @@
+import { NestFactory } from '@nestjs/core';
+import { AppModule } from './app.module';
+import { Logger } from '@nestjs/common';
+
+async function bootstrap() {
+  const app = await NestFactory.create(AppModule);
+
+  await app.listen(3001, () => {
+    if (process.env.NODE_ENV == 'development') {
+      Logger.log(
+        'Running Immich Microservices in DEVELOPMENT environment',
+        'IMMICH MICROSERVICES',
+      );
+    }
+
+    if (process.env.NODE_ENV == 'production') {
+      Logger.log(
+        'Running Immich Microservices in PRODUCTION environment',
+        'IMMICH MICROSERVICES',
+      );
+    }
+  });
+}
+
+bootstrap();

microservices/src/object-detection/object-detection.controller.ts

@@ -0,0 +1,14 @@
+import { Body, Controller, Post } from '@nestjs/common';
+import { ObjectDetectionService } from './object-detection.service';
+
+@Controller('object-detection')
+export class ObjectDetectionController {
+  constructor(
+    private readonly objectDetectionService: ObjectDetectionService,
+  ) {}
+
+  @Post('/detectObject')
+  async detectObject(@Body('thumbnailPath') thumbnailPath: string) {
+    return await this.objectDetectionService.detectObject(thumbnailPath);
+  }
+}

microservices/src/object-detection/object-detection.module.ts

@@ -0,0 +1,9 @@
+import { Module } from '@nestjs/common';
+import { ObjectDetectionService } from './object-detection.service';
+import { ObjectDetectionController } from './object-detection.controller';
+
+@Module({
+  controllers: [ObjectDetectionController],
+  providers: [ObjectDetectionService],
+})
+export class ObjectDetectionModule {}

microservices/src/object-detection/object-detection.service.ts

@@ -0,0 +1,38 @@
+import { Injectable, Logger } from '@nestjs/common';
+import * as cocoSsd from '@tensorflow-models/coco-ssd';
+import * as tf from '@tensorflow/tfjs-node';
+import * as fs from 'fs';
+
+@Injectable()
+export class ObjectDetectionService {
+  private cocoSsdModel: cocoSsd.ObjectDetection;
+
+  constructor() {
+    Logger.log(
+      `Running Node TensorFlow Version : ${tf.version['tfjs']}`,
+      'ObjectDetection',
+    );
+    cocoSsd.load().then((model) => (this.cocoSsdModel = model));
+  }
+  async detectObject(thumbnailPath: string) {
+    try {
+      const isExist = fs.existsSync(thumbnailPath);
+      if (isExist) {
+        const tags = new Set();
+        const image = fs.readFileSync(thumbnailPath);
+        const decodedImage = tf.node.decodeImage(image, 3) as tf.Tensor3D;
+        const predictions = await this.cocoSsdModel.detect(decodedImage);
+
+        for (const result of predictions) {
+          if (result.score > 0.5) {
+            tags.add(result.class);
+          }
+        }
+
+        return [...tags];
+      }
+    } catch (e) {
+      console.log('Error reading file ', e);
+    }
+  }
+}

microservices/test/app.e2e-spec.ts

@@ -0,0 +1,25 @@
+import { Test, TestingModule } from '@nestjs/testing';
+import { INestApplication } from '@nestjs/common';
+import * as request from 'supertest';
+import { AppModule } from '../src/app.module';
+
+// End to End test
+describe('AppController (e2e)', () => {
+  let app: INestApplication;
+
+  beforeEach(async () => {
+    const moduleFixture: TestingModule = await Test.createTestingModule({
+      imports: [AppModule],
+    }).compile();
+
+    app = moduleFixture.createNestApplication();
+    await app.init();
+  });
+
+  it('/ (GET)', () => {
+    return request(app.getHttpServer())
+      .get('/')
+      .expect(200)
+      .expect('Hello World!');
+  });
+});

microservices/test/jest-e2e.json

@@ -0,0 +1,9 @@
+{
+  "moduleFileExtensions": ["js", "json", "ts"],
+  "rootDir": ".",
+  "testEnvironment": "node",
+  "testRegex": ".e2e-spec.ts$",
+  "transform": {
+    "^.+\\.(t|j)s$": "ts-jest"
+  }
+}

microservices/tsconfig.build.json

@@ -0,0 +1,4 @@
+{
+  "extends": "./tsconfig.json",
+  "exclude": ["node_modules", "test", "dist", "**/*spec.ts"]
+}

microservices/tsconfig.json

@@ -0,0 +1,21 @@
+{
+  "compilerOptions": {
+    "module": "commonjs",
+    "declaration": true,
+    "removeComments": true,
+    "emitDecoratorMetadata": true,
+    "experimentalDecorators": true,
+    "allowSyntheticDefaultImports": true,
+    "target": "es2017",
+    "sourceMap": true,
+    "outDir": "./dist",
+    "baseUrl": "./",
+    "incremental": true,
+    "skipLibCheck": true,
+    "strictNullChecks": false,
+    "noImplicitAny": false,
+    "strictBindCallApply": false,
+    "forceConsistentCasingInFileNames": false,
+    "noFallthroughCasesInSwitch": false
+  }
+}

mobile/android/fastlane/metadata/android/en-US/changelogs/6.txt

@@ -0,0 +1 @@
+* Added curated locations and objects on the search page

mobile/android/fastlane/metadata/android/en-US/full_description.txt

@@ -0,0 +1,21 @@
+This is a client app for the self-hostable Immich Server (which can be found with the app's source repo). You will need to run/manage the server on your own in order to use the app.
+
+Once set up, this app can be used as photo and video backup solution directly from your mobile phone.
+
+<b>Features:</b>
+
+* Upload and view assets(videos/images).
+* Multi-user supported.
+* Quick navigation with drag scroll bar.
+* Auto Backup.
+* Support HEIC/HEIF Backup.
+* Extract and display EXIF info.
+* Real-time render from multi-device upload event.
+* Image Tagging/Classification based on ImageNet dataset
+* Object detection based on COCO SSD.
+* Search assets based on tags and exif data (lens, make, model, orientation)
+* Upload assets from your local computer/server using <a href='https://www.npmjs.com/package/immich' target='_blank' rel='nofollow'>immich cli tools</a>
+* [Optional] Reserve geocoding using Mapbox (Generous free-tier of 100,000 search/month)
+* Show asset's location information on map (OpenStreetMap).
+* Show curated places on the search page
+* Show curated objects on the search page

mobile/android/fastlane/metadata/android/en-US/short_description.txt

@@ -0,0 +1 @@
+This is a client app for the self-hostable Immich Server (which can be found with the app's source repo). You will need to run/manage the server on your own in order to use the app.

mobile/android/fastlane/metadata/android/en-US/title.txt

@@ -0,0 +1 @@
+Immich

mobile/android/gradle/wrapper/gradle-wrapper.properties

@@ -4,3 +4,4 @@ distributionPath=wrapper/dists
 zipStoreBase=GRADLE_USER_HOME
 zipStorePath=wrapper/dists
 distributionUrl=https\://services.gradle.org/distributions/gradle-6.7-all.zip
+distributionSha256Sum=0080de8491f0918e4f529a6db6820fa0b9e818ee2386117f4394f95feb1d5583

mobile/ios/Podfile.lock

@@ -79,4 +79,4 @@ SPEC CHECKSUMS:
 
 PODFILE CHECKSUM: 05c3056158482c567a3e0cdab1351ceeee238a07
 
-COCOAPODS: 1.10.1
+COCOAPODS: 1.11.3

mobile/ios/Runner.xcodeproj/project.pbxproj

@@ -341,7 +341,7 @@
 				GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
 				GCC_WARN_UNUSED_FUNCTION = YES;
 				GCC_WARN_UNUSED_VARIABLE = YES;
-				IPHONEOS_DEPLOYMENT_TARGET = 9.0;
+				IPHONEOS_DEPLOYMENT_TARGET = 11.0;
 				MTL_ENABLE_DEBUG_INFO = NO;
 				NEW_SETTING = "";
 				SDKROOT = iphoneos;
@@ -425,7 +425,7 @@
 				GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
 				GCC_WARN_UNUSED_FUNCTION = YES;
 				GCC_WARN_UNUSED_VARIABLE = YES;
-				IPHONEOS_DEPLOYMENT_TARGET = 9.0;
+				IPHONEOS_DEPLOYMENT_TARGET = 11.0;
 				MTL_ENABLE_DEBUG_INFO = YES;
 				NEW_SETTING = "";
 				ONLY_ACTIVE_ARCH = YES;
@@ -475,7 +475,7 @@
 				GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
 				GCC_WARN_UNUSED_FUNCTION = YES;
 				GCC_WARN_UNUSED_VARIABLE = YES;
-				IPHONEOS_DEPLOYMENT_TARGET = 9.0;
+				IPHONEOS_DEPLOYMENT_TARGET = 11.0;
 				MTL_ENABLE_DEBUG_INFO = NO;
 				NEW_SETTING = "";
 				SDKROOT = iphoneos;

mobile/ios/fastlane/Fastfile

@@ -19,10 +19,10 @@ platform :ios do
   desc "iOS Beta"
   lane :beta do
     increment_version_number(
-      version_number: "1.3.1"
+      version_number: "1.4.0"
     )
     increment_build_number({
-      build_number: latest_testflight_build_number + 1
+      build_number: 0
     })
     build_app(scheme: "Runner",
               workspace: "Runner.xcworkspace",
@@ -32,19 +32,4 @@ platform :ios do
     )
   end
 
-  desc "iOS Release"
-  lane :release do 
-    increment_version_number(
-      version_number: "1.3.1"
-    )
-    increment_build_number({
-      build_number: latest_testflight_build_number + 1
-    })
-    build_app(scheme: "Runner",
-              workspace: "Runner.xcworkspace",
-              xcargs: "-allowProvisioningUpdates")
-    upload_to_testflight(
-      skip_waiting_for_build_processing: true
-    )
-  end
 end

mobile/lib/modules/login/ui/login_form.dart

@@ -15,7 +15,7 @@ class LoginForm extends HookConsumerWidget {
   Widget build(BuildContext context, WidgetRef ref) {
     final usernameController = useTextEditingController(text: 'testuser@email.com');
     final passwordController = useTextEditingController(text: 'password');
-    final serverEndpointController = useTextEditingController(text: 'http://192.168.1.103:2283');
+    final serverEndpointController = useTextEditingController(text: 'http://192.168.1.216:2283');
 
     return Center(
       child: ConstrainedBox(
@@ -78,7 +78,7 @@ class EmailInput extends StatelessWidget {
     return TextFormField(
       controller: controller,
       decoration:
-          const InputDecoration(labelText: 'email', border: OutlineInputBorder(), hintText: 'youremail@email.com'),
+          const InputDecoration(labelText: 'Email', border: OutlineInputBorder(), hintText: 'youremail@email.com'),
     );
   }
 }

mobile/lib/modules/search/models/curated_object.model.dart

@@ -0,0 +1,80 @@
+import 'dart:convert';
+
+class CuratedObject {
+  final String id;
+  final String object;
+  final String resizePath;
+  final String deviceAssetId;
+  final String deviceId;
+  CuratedObject({
+    required this.id,
+    required this.object,
+    required this.resizePath,
+    required this.deviceAssetId,
+    required this.deviceId,
+  });
+
+  CuratedObject copyWith({
+    String? id,
+    String? object,
+    String? resizePath,
+    String? deviceAssetId,
+    String? deviceId,
+  }) {
+    return CuratedObject(
+      id: id ?? this.id,
+      object: object ?? this.object,
+      resizePath: resizePath ?? this.resizePath,
+      deviceAssetId: deviceAssetId ?? this.deviceAssetId,
+      deviceId: deviceId ?? this.deviceId,
+    );
+  }
+
+  Map<String, dynamic> toMap() {
+    final result = <String, dynamic>{};
+
+    result.addAll({'id': id});
+    result.addAll({'object': object});
+    result.addAll({'resizePath': resizePath});
+    result.addAll({'deviceAssetId': deviceAssetId});
+    result.addAll({'deviceId': deviceId});
+
+    return result;
+  }
+
+  factory CuratedObject.fromMap(Map<String, dynamic> map) {
+    return CuratedObject(
+      id: map['id'] ?? '',
+      object: map['object'] ?? '',
+      resizePath: map['resizePath'] ?? '',
+      deviceAssetId: map['deviceAssetId'] ?? '',
+      deviceId: map['deviceId'] ?? '',
+    );
+  }
+
+  String toJson() => json.encode(toMap());
+
+  factory CuratedObject.fromJson(String source) => CuratedObject.fromMap(json.decode(source));
+
+  @override
+  String toString() {
+    return 'CuratedObject(id: $id, object: $object, resizePath: $resizePath, deviceAssetId: $deviceAssetId, deviceId: $deviceId)';
+  }
+
+  @override
+  bool operator ==(Object other) {
+    if (identical(this, other)) return true;
+
+    return other is CuratedObject &&
+        other.id == id &&
+        other.object == object &&
+        other.resizePath == resizePath &&
+        other.deviceAssetId == deviceAssetId &&
+        other.deviceId == deviceId;
+  }
+
+  @override
+  int get hashCode {
+    return id.hashCode ^ object.hashCode ^ resizePath.hashCode ^ deviceAssetId.hashCode ^ deviceId.hashCode;
+  }
+}

mobile/lib/modules/search/providers/search_page_state.provider.dart

@@ -1,5 +1,6 @@
 import 'package:hooks_riverpod/hooks_riverpod.dart';
 import 'package:immich_mobile/modules/search/models/curated_location.model.dart';
+import 'package:immich_mobile/modules/search/models/curated_object.model.dart';
 import 'package:immich_mobile/modules/search/models/search_page_state.model.dart';
 
 import 'package:immich_mobile/modules/search/services/search.service.dart';
@@ -64,3 +65,14 @@ final getCuratedLocationProvider = FutureProvider.autoDispose<List<CuratedLocati
     return [];
   }
 });
+
+final getCuratedObjectProvider = FutureProvider.autoDispose<List<CuratedObject>>((ref) async {
+  final SearchService _searchService = SearchService();
+
+  var curatedObject = await _searchService.getCuratedObjects();
+  if (curatedObject != null) {
+    return curatedObject;
+  } else {
+    return [];
+  }
+});

mobile/lib/modules/search/services/search.service.dart

@@ -2,6 +2,7 @@ import 'dart:convert';
 
 import 'package:flutter/material.dart';
 import 'package:immich_mobile/modules/search/models/curated_location.model.dart';
+import 'package:immich_mobile/modules/search/models/curated_object.model.dart';
 import 'package:immich_mobile/shared/models/immich_asset.model.dart';
 import 'package:immich_mobile/shared/services/network.service.dart';
 
@@ -52,4 +53,19 @@ class SearchService {
       throw Error();
     }
   }
+
+  Future<List<CuratedObject>?> getCuratedObjects() async {
+    try {
+      var res = await _networkService.getRequest(url: "asset/allObjects");
+
+      List<dynamic> decodedData = jsonDecode(res.toString());
+
+      List<CuratedObject> result = List.from(decodedData.map((a) => CuratedObject.fromMap(a)));
+
+      return result;
+    } catch (e) {
+      debugPrint("[ERROR] [CuratedObject] ${e.toString()}");
+      throw Error();
+    }
+  }
 }

mobile/lib/modules/search/views/search_page.dart

@@ -6,10 +6,12 @@ import 'package:hive_flutter/hive_flutter.dart';
 import 'package:hooks_riverpod/hooks_riverpod.dart';
 import 'package:immich_mobile/constants/hive_box.dart';
 import 'package:immich_mobile/modules/search/models/curated_location.model.dart';
+import 'package:immich_mobile/modules/search/models/curated_object.model.dart';
 import 'package:immich_mobile/modules/search/providers/search_page_state.provider.dart';
 import 'package:immich_mobile/modules/search/ui/search_bar.dart';
 import 'package:immich_mobile/modules/search/ui/search_suggestion_list.dart';
 import 'package:immich_mobile/routing/router.dart';
+import 'package:immich_mobile/utils/capitalize_first_letter.dart';
 
 // ignore: must_be_immutable
 class SearchPage extends HookConsumerWidget {
@@ -22,6 +24,7 @@ class SearchPage extends HookConsumerWidget {
     var box = Hive.box(userInfoBox);
     final isSearchEnabled = ref.watch(searchPageStateProvider).isSearchEnabled;
     AsyncValue<List<CuratedLocation>> curatedLocation = ref.watch(getCuratedLocationProvider);
+    AsyncValue<List<CuratedObject>> curatedObjects = ref.watch(getCuratedObjectProvider);
 
     useEffect(() {
       searchFocusNode = FocusNode();
@@ -82,6 +85,54 @@ class SearchPage extends HookConsumerWidget {
       );
     }
 
+    _buildThings() {
+      return curatedObjects.when(
+        loading: () => const CircularProgressIndicator(),
+        error: (err, stack) => Text('Error: $err'),
+        data: (objects) {
+          return objects.isNotEmpty
+              ? SizedBox(
+                  height: MediaQuery.of(context).size.width / 3,
+                  child: ListView.builder(
+                    padding: const EdgeInsets.only(left: 16),
+                    scrollDirection: Axis.horizontal,
+                    itemCount: curatedObjects.value?.length,
+                    itemBuilder: ((context, index) {
+                      CuratedObject curatedObjectInfo = objects[index];
+                      var thumbnailRequestUrl =
+                          '${box.get(serverEndpointKey)}/asset/file?aid=${curatedObjectInfo.deviceAssetId}&did=${curatedObjectInfo.deviceId}&isThumb=true';
+
+                      return ThumbnailWithInfo(
+                        imageUrl: thumbnailRequestUrl,
+                        textInfo: curatedObjectInfo.object,
+                        onTap: () {
+                          AutoRouter.of(context)
+                              .push(SearchResultRoute(searchTerm: curatedObjectInfo.object.capitalizeFirstLetter()));
+                        },
+                      );
+                    }),
+                  ),
+                )
+              : SizedBox(
+                  height: MediaQuery.of(context).size.width / 3,
+                  child: ListView.builder(
+                    padding: const EdgeInsets.only(left: 16),
+                    scrollDirection: Axis.horizontal,
+                    itemCount: 1,
+                    itemBuilder: ((context, index) {
+                      return ThumbnailWithInfo(
+                        imageUrl:
+                            'https://images.unsplash.com/photo-1612178537253-bccd437b730e?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxzZWFyY2h8NXx8Ymxhbmt8ZW58MHx8MHx8&auto=format&fit=crop&w=700&q=60',
+                        textInfo: 'No Object Info Available',
+                        onTap: () {},
+                      );
+                    }),
+                  ),
+                );
+        },
+      );
+    }
+
     return Scaffold(
       appBar: SearchBar(
         searchFocusNode: searchFocusNode,
@@ -104,6 +155,14 @@ class SearchPage extends HookConsumerWidget {
                   ),
                 ),
                 _buildPlaces(),
+                const Padding(
+                  padding: EdgeInsets.all(16.0),
+                  child: Text(
+                    "Things",
+                    style: TextStyle(fontWeight: FontWeight.bold, fontSize: 16),
+                  ),
+                ),
+                _buildThings()
               ],
             ),
             isSearchEnabled ? SearchSuggestionList(onSubmitted: _onSearchSubmitted) : Container(),
@@ -160,7 +219,7 @@ class ThumbnailWithInfo extends StatelessWidget {
                 child: SizedBox(
                   width: MediaQuery.of(context).size.width / 3,
                   child: Text(
-                    textInfo,
+                    textInfo.capitalizeFirstLetter(),
                     style: const TextStyle(
                       color: Colors.white,
                       fontWeight: FontWeight.bold,

mobile/lib/routing/tab_navigation_observer.dart

@@ -26,6 +26,7 @@ class TabNavigationObserver extends AutoRouterObserver {
     if (route.name == 'SearchRoute') {
       // Refresh Location State
       ref.refresh(getCuratedLocationProvider);
+      ref.refresh(getCuratedObjectProvider);
     }
 
     ref.watch(serverInfoProvider.notifier).getServerVersion();

mobile/lib/shared/views/backup_controller_page.dart

@@ -125,7 +125,7 @@ class BackupControllerPage extends HookConsumerWidget {
             ),
             BackupInfoCard(
               title: "Total",
-              subtitle: "All images and video on the device",
+              subtitle: "All images and videos on the device",
               info: "${_backupState.totalAssetCount}",
             ),
             BackupInfoCard(

mobile/lib/utils/capitalize_first_letter.dart

@@ -0,0 +1,5 @@
+extension StringExtension on String {
+  String capitalizeFirstLetter() {
+    return "${this[0].toUpperCase()}${substring(1).toLowerCase()}";
+  }
+}

mobile/pubspec.yaml

@@ -2,7 +2,7 @@ name: immich_mobile
 description: A new Flutter project.
 
 publish_to: "none"
-version: 1.3.0+0
+version: 1.4.0+6
 
 environment:
   sdk: ">=2.15.1 <3.0.0"
@@ -37,7 +37,7 @@ dependencies:
   flutter_map: ^0.14.0
   flutter_udid: ^2.0.0
   package_info_plus: ^1.4.0
-  
+
 dev_dependencies:
   flutter_test:
     sdk: flutter

server/Dockerfile

@@ -1,7 +1,4 @@
-##################################
-# DEVELOPMENT
-##################################
-FROM node:16-alpine3.14 AS development
+FROM node:16-alpine3.14
 
 ARG DEBIAN_FRONTEND=noninteractive
 
@@ -15,27 +12,4 @@ RUN npm install
 
 COPY . .
 
-RUN npm run build
-
-#################################
-# PRODUCTION
-#################################
-FROM node:16-alpine3.14 AS production
-
-ARG DEBIAN_FRONTEND=noninteractive
-ARG NODE_ENV=production
-ENV NODE_ENV=${NODE_ENV}
-
-WORKDIR /usr/src/app
-
-COPY package.json package-lock.json ./
-
-RUN apk add --update-cache build-base python3
-
-RUN npm install --only=production
-
-COPY . .
-
-COPY --from=development /usr/src/app/dist ./dist
-
-CMD ["node", "dist/main"]
+RUN npm run build

server/entrypoint.sh

@@ -1,2 +1,2 @@
 # npm run typeorm migration:run
-npm run start:dev
+npm run build && npm run start:prod

server/package-lock.json

@@ -1,12 +1,12 @@
 {
   "name": "immich",
-  "version": "0.0.1",
+  "version": "1.3.2",
   "lockfileVersion": 2,
   "requires": true,
   "packages": {
     "": {
       "name": "immich",
-      "version": "0.0.1",
+      "version": "1.3.2",
       "license": "UNLICENSED",
       "dependencies": {
         "@mapbox/mapbox-sdk": "^0.13.3",
@@ -28,6 +28,7 @@
         "bull": "^4.4.0",
         "class-transformer": "^0.5.1",
         "class-validator": "^0.13.2",
+        "diskusage": "^1.1.3",
         "dotenv": "^14.2.0",
         "exifr": "^7.1.3",
         "joi": "^17.5.0",
@@ -1546,6 +1547,66 @@
         }
       }
     },
+    "node_modules/@nestjs/microservices": {
+      "version": "8.4.3",
+      "resolved": "https://registry.npmjs.org/@nestjs/microservices/-/microservices-8.4.3.tgz",
+      "integrity": "sha512-/ZT5wo1s65J9Cqp2g5eNrYO34VH7/qUkDu4jJyZCT61I9UqpO49J3+1YIAHfmJJzHcrenjgt1sBtlFhwPR3Lgg==",
+      "optional": true,
+      "peer": true,
+      "dependencies": {
+        "iterare": "1.2.1",
+        "json-socket": "0.3.0",
+        "tslib": "2.3.1"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/nest"
+      },
+      "peerDependencies": {
+        "@grpc/grpc-js": "*",
+        "@nestjs/common": "^8.0.0",
+        "@nestjs/core": "^8.0.0",
+        "@nestjs/websockets": "^8.0.0",
+        "amqp-connection-manager": "*",
+        "amqplib": "*",
+        "cache-manager": "*",
+        "kafkajs": "*",
+        "mqtt": "*",
+        "nats": "*",
+        "redis": "*",
+        "reflect-metadata": "^0.1.12",
+        "rxjs": "^7.1.0"
+      },
+      "peerDependenciesMeta": {
+        "@grpc/grpc-js": {
+          "optional": true
+        },
+        "@nestjs/websockets": {
+          "optional": true
+        },
+        "amqp-connection-manager": {
+          "optional": true
+        },
+        "amqplib": {
+          "optional": true
+        },
+        "cache-manager": {
+          "optional": true
+        },
+        "kafkajs": {
+          "optional": true
+        },
+        "mqtt": {
+          "optional": true
+        },
+        "nats": {
+          "optional": true
+        },
+        "redis": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@nestjs/passport": {
       "version": "8.1.0",
       "resolved": "https://registry.npmjs.org/@nestjs/passport/-/passport-8.1.0.tgz",
@@ -4258,6 +4319,16 @@
         "node": ">=8"
       }
     },
+    "node_modules/diskusage": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/diskusage/-/diskusage-1.1.3.tgz",
+      "integrity": "sha512-EAyaxl8hy4Ph07kzlzGTfpbZMNAAAHXSZtNEMwdlnSd1noHzvA6HsgKt4fEMSvaEXQYLSphe5rPMxN4WOj0hcQ==",
+      "hasInstallScript": true,
+      "dependencies": {
+        "es6-promise": "^4.2.5",
+        "nan": "^2.14.0"
+      }
+    },
     "node_modules/doctrine": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/doctrine/-/doctrine-3.0.0.tgz",
@@ -4444,6 +4515,11 @@
       "integrity": "sha512-1HQ2M2sPtxwnvOvT1ZClHyQDiggdNjURWpY2we6aMKCQiUVxTmVs2UYPLIrD84sS+kMdUwfBSylbJPwNnBrnHQ==",
       "dev": true
     },
+    "node_modules/es6-promise": {
+      "version": "4.2.8",
+      "resolved": "https://registry.npmjs.org/es6-promise/-/es6-promise-4.2.8.tgz",
+      "integrity": "sha512-HJDGx5daxeIvxdBxvG2cb9g4tEvwIk3i8+nhX0yGrYmZUzbkdg8QbDevheDB8gd0//uPj4c1EQua8Q+MViT0/w=="
+    },
     "node_modules/escalade": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/escalade/-/escalade-3.1.1.tgz",
@@ -7037,6 +7113,13 @@
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
       "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="
     },
+    "node_modules/json-socket": {
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/json-socket/-/json-socket-0.3.0.tgz",
+      "integrity": "sha512-jc8ZbUnYIWdxERFWQKVgwSLkGSe+kyzvmYxwNaRgx/c8NNyuHes4UHnPM3LUrAFXUx1BhNJ94n1h/KCRlbvV0g==",
+      "optional": true,
+      "peer": true
+    },
     "node_modules/json-stable-stringify-without-jsonify": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz",
@@ -7712,8 +7795,7 @@
     "node_modules/nan": {
       "version": "2.15.0",
       "resolved": "https://registry.npmjs.org/nan/-/nan-2.15.0.tgz",
-      "integrity": "sha512-8ZtvEnA2c5aYCZYd1cvgdnU6cqwixRoYg70xPLWUws5ORTa/lnw+u4amixRS/Ac5U5mQVgp9pnlSUnbNWFaWZQ==",
-      "optional": true
+      "integrity": "sha512-8ZtvEnA2c5aYCZYd1cvgdnU6cqwixRoYg70xPLWUws5ORTa/lnw+u4amixRS/Ac5U5mQVgp9pnlSUnbNWFaWZQ=="
     },
     "node_modules/natural-compare": {
       "version": "1.4.0",
@@ -11928,6 +12010,18 @@
       "integrity": "sha512-NFvofzSinp00j5rzUd4tf+xi9od6383iY0JP7o0Bnu1fuItAUkWBgc4EKuIQ3D+c2QI3i9pG1kDWAeY27EMGtg==",
       "requires": {}
     },
+    "@nestjs/microservices": {
+      "version": "8.4.3",
+      "resolved": "https://registry.npmjs.org/@nestjs/microservices/-/microservices-8.4.3.tgz",
+      "integrity": "sha512-/ZT5wo1s65J9Cqp2g5eNrYO34VH7/qUkDu4jJyZCT61I9UqpO49J3+1YIAHfmJJzHcrenjgt1sBtlFhwPR3Lgg==",
+      "optional": true,
+      "peer": true,
+      "requires": {
+        "iterare": "1.2.1",
+        "json-socket": "0.3.0",
+        "tslib": "2.3.1"
+      }
+    },
     "@nestjs/passport": {
       "version": "8.1.0",
       "resolved": "https://registry.npmjs.org/@nestjs/passport/-/passport-8.1.0.tgz",
@@ -14098,6 +14192,15 @@
         "path-type": "^4.0.0"
       }
     },
+    "diskusage": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/diskusage/-/diskusage-1.1.3.tgz",
+      "integrity": "sha512-EAyaxl8hy4Ph07kzlzGTfpbZMNAAAHXSZtNEMwdlnSd1noHzvA6HsgKt4fEMSvaEXQYLSphe5rPMxN4WOj0hcQ==",
+      "requires": {
+        "es6-promise": "^4.2.5",
+        "nan": "^2.14.0"
+      }
+    },
     "doctrine": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/doctrine/-/doctrine-3.0.0.tgz",
@@ -14246,6 +14349,11 @@
       "integrity": "sha512-1HQ2M2sPtxwnvOvT1ZClHyQDiggdNjURWpY2we6aMKCQiUVxTmVs2UYPLIrD84sS+kMdUwfBSylbJPwNnBrnHQ==",
       "dev": true
     },
+    "es6-promise": {
+      "version": "4.2.8",
+      "resolved": "https://registry.npmjs.org/es6-promise/-/es6-promise-4.2.8.tgz",
+      "integrity": "sha512-HJDGx5daxeIvxdBxvG2cb9g4tEvwIk3i8+nhX0yGrYmZUzbkdg8QbDevheDB8gd0//uPj4c1EQua8Q+MViT0/w=="
+    },
     "escalade": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/escalade/-/escalade-3.1.1.tgz",
@@ -16214,6 +16322,13 @@
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
       "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="
     },
+    "json-socket": {
+      "version": "0.3.0",
+      "resolved": "https://registry.npmjs.org/json-socket/-/json-socket-0.3.0.tgz",
+      "integrity": "sha512-jc8ZbUnYIWdxERFWQKVgwSLkGSe+kyzvmYxwNaRgx/c8NNyuHes4UHnPM3LUrAFXUx1BhNJ94n1h/KCRlbvV0g==",
+      "optional": true,
+      "peer": true
+    },
     "json-stable-stringify-without-jsonify": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz",
@@ -16753,8 +16868,7 @@
     "nan": {
       "version": "2.15.0",
       "resolved": "https://registry.npmjs.org/nan/-/nan-2.15.0.tgz",
-      "integrity": "sha512-8ZtvEnA2c5aYCZYd1cvgdnU6cqwixRoYg70xPLWUws5ORTa/lnw+u4amixRS/Ac5U5mQVgp9pnlSUnbNWFaWZQ==",
-      "optional": true
+      "integrity": "sha512-8ZtvEnA2c5aYCZYd1cvgdnU6cqwixRoYg70xPLWUws5ORTa/lnw+u4amixRS/Ac5U5mQVgp9pnlSUnbNWFaWZQ=="
     },
     "natural-compare": {
       "version": "1.4.0",

server/package.json

@@ -1,6 +1,6 @@
 {
   "name": "immich",
-  "version": "0.0.1",
+  "version": "1.3.2",
   "description": "",
   "author": "",
   "private": true,
@@ -41,6 +41,7 @@
     "bull": "^4.4.0",
     "class-transformer": "^0.5.1",
     "class-validator": "^0.13.2",
+    "diskusage": "^1.1.3",
     "dotenv": "^14.2.0",
     "exifr": "^7.1.3",
     "joi": "^17.5.0",

server/src/api-v1/asset/asset.controller.ts

@@ -13,16 +13,16 @@ import {
   Response,
   Headers,
   Delete,
+  Logger,
 } from '@nestjs/common';
 import { JwtAuthGuard } from '../../modules/immich-jwt/guards/jwt-auth.guard';
 import { AssetService } from './asset.service';
-import { FileFieldsInterceptor, FilesInterceptor } from '@nestjs/platform-express';
+import { FileFieldsInterceptor } from '@nestjs/platform-express';
 import { multerOption } from '../../config/multer-option.config';
 import { AuthUserDto, GetAuthUser } from '../../decorators/auth-user.decorator';
 import { CreateAssetDto } from './dto/create-asset.dto';
 import { ServeFileDto } from './dto/serve-file.dto';
-import { AssetOptimizeService } from '../../modules/image-optimize/image-optimize.service';
-import { AssetEntity, AssetType } from './entities/asset.entity';
+import { AssetEntity } from './entities/asset.entity';
 import { GetAllAssetQueryDto } from './dto/get-all-asset-query.dto';
 import { Response as Res } from 'express';
 import { GetNewAssetQueryDto } from './dto/get-new-asset-query.dto';
@@ -55,18 +55,23 @@ export class AssetController {
     @UploadedFiles() uploadFiles: { assetData: Express.Multer.File[]; thumbnailData?: Express.Multer.File[] },
     @Body(ValidationPipe) assetInfo: CreateAssetDto,
   ) {
-    uploadFiles.assetData.forEach(async (file) => {
-      const savedAsset = await this.assetService.createUserAsset(authUser, assetInfo, file.path, file.mimetype);
+    for (const file of uploadFiles.assetData) {
+      try {
+        const savedAsset = await this.assetService.createUserAsset(authUser, assetInfo, file.path, file.mimetype);
 
-      if (uploadFiles.thumbnailData != null) {
-        await this.assetService.updateThumbnailInfo(savedAsset.id, uploadFiles.thumbnailData[0].path);
-        await this.backgroundTaskService.tagImage(uploadFiles.thumbnailData[0].path, savedAsset);
+        if (uploadFiles.thumbnailData != null && savedAsset) {
+          await this.assetService.updateThumbnailInfo(savedAsset.id, uploadFiles.thumbnailData[0].path);
+          await this.backgroundTaskService.tagImage(uploadFiles.thumbnailData[0].path, savedAsset);
+          await this.backgroundTaskService.detectObject(uploadFiles.thumbnailData[0].path, savedAsset);
+        }
+
+        await this.backgroundTaskService.extractExif(savedAsset, file.originalname, file.size);
+
+        this.wsCommunicateionGateway.server.to(savedAsset.userId).emit('on_upload_success', JSON.stringify(savedAsset));
+      } catch (e) {
+        Logger.error(`Error receiving upload file ${e}`);
       }
-
-      await this.backgroundTaskService.extractExif(savedAsset, file.originalname, file.size);
-
-      this.wsCommunicateionGateway.server.to(savedAsset.userId).emit('on_upload_success', JSON.stringify(savedAsset));
-    });
+    }
 
     return 'ok';
   }
@@ -81,6 +86,11 @@ export class AssetController {
     return this.assetService.serveFile(authUser, query, res, headers);
   }
 
+  @Get('/allObjects')
+  async getCuratedObject(@GetAuthUser() authUser: AuthUserDto) {
+    return this.assetService.getCuratedObject(authUser);
+  }
+
   @Get('/allLocation')
   async getCuratedLocation(@GetAuthUser() authUser: AuthUserDto) {
     return this.assetService.getCuratedLocation(authUser);
@@ -125,10 +135,10 @@ export class AssetController {
   async deleteAssetById(@GetAuthUser() authUser: AuthUserDto, @Body(ValidationPipe) assetIds: DeleteAssetDto) {
     const deleteAssetList: AssetEntity[] = [];
 
-    assetIds.ids.forEach(async (id) => {
+    for (const id of assetIds.ids) {
       const assets = await this.assetService.getAssetById(authUser, id);
       deleteAssetList.push(assets);
-    });
+    }
 
     const result = await this.assetService.deleteAssetById(authUser, assetIds);
 

server/src/api-v1/asset/asset.service.ts

@@ -3,9 +3,8 @@ import { InjectRepository } from '@nestjs/typeorm';
 import { MoreThan, Repository } from 'typeorm';
 import { AuthUserDto } from '../../decorators/auth-user.decorator';
 import { CreateAssetDto } from './dto/create-asset.dto';
-import { UpdateAssetDto } from './dto/update-asset.dto';
 import { AssetEntity, AssetType } from './entities/asset.entity';
-import _, { result } from 'lodash';
+import _ from 'lodash';
 import { GetAllAssetQueryDto } from './dto/get-all-asset-query.dto';
 import { GetAllAssetReponseDto } from './dto/get-all-asset-response.dto';
 import { createReadStream, stat } from 'fs';
@@ -44,9 +43,7 @@ export class AssetService {
     asset.duration = assetInfo.duration;
 
     try {
-      const res = await this.assetRepository.save(asset);
-
-      return res;
+      return await this.assetRepository.save(asset);
     } catch (e) {
       Logger.error(`Error Create New Asset ${e}`, 'createUserAsset');
     }
@@ -68,13 +65,11 @@ export class AssetService {
 
   public async getAllAssetsNoPagination(authUser: AuthUserDto) {
     try {
-      const assets = await this.assetRepository
+      return await this.assetRepository
         .createQueryBuilder('a')
         .where('a."userId" = :userId', { userId: authUser.id })
         .orderBy('a."createdAt"::date', 'DESC')
         .getMany();
-
-      return assets;
     } catch (e) {
       Logger.error(e, 'getAllAssets');
     }
@@ -226,10 +221,10 @@ export class AssetService {
   }
 
   public async deleteAssetById(authUser: AuthUserDto, assetIds: DeleteAssetDto) {
-    let result = [];
+    const result = [];
 
     const target = assetIds.ids;
-    for (let assetId of target) {
+    for (const assetId of target) {
       const res = await this.assetRepository.delete({
         id: assetId,
         userId: authUser.id,
@@ -251,11 +246,11 @@ export class AssetService {
     return result;
   }
 
-  async getAssetSearchTerm(authUser: AuthUserDto): Promise<String[]> {
-    const possibleSearchTerm = new Set<String>();
+  async getAssetSearchTerm(authUser: AuthUserDto): Promise<string[]> {
+    const possibleSearchTerm = new Set<string>();
     const rows = await this.assetRepository.query(
       `
-      select distinct si.tags, e.orientation, e."lensModel", e.make, e.model , a.type, e.city, e.state, e.country
+      select distinct si.tags, si.objects, e.orientation, e."lensModel", e.make, e.model , a.type, e.city, e.state, e.country
       from assets a
       left join exif e on a.id = e."assetId"
       left join smart_info si on a.id = si."assetId"
@@ -268,6 +263,9 @@ export class AssetService {
       // tags
       row['tags']?.map((tag) => possibleSearchTerm.add(tag?.toLowerCase()));
 
+      // objects
+      row['objects']?.map((object) => possibleSearchTerm.add(object?.toLowerCase()));
+
       // asset's tyoe
       possibleSearchTerm.add(row['type']?.toLowerCase());
 
@@ -300,18 +298,17 @@ export class AssetService {
     WHERE a."userId" = $1
        AND 
        (
-         TO_TSVECTOR('english', ARRAY_TO_STRING(si.tags, ',')) @@ PLAINTO_TSQUERY('english', $2) OR 
+         TO_TSVECTOR('english', ARRAY_TO_STRING(si.tags, ',')) @@ PLAINTO_TSQUERY('english', $2) OR
+         TO_TSVECTOR('english', ARRAY_TO_STRING(si.objects, ',')) @@ PLAINTO_TSQUERY('english', $2) OR
          e.exif_text_searchable_column @@ PLAINTO_TSQUERY('english', $2)
         );
     `;
 
-    const rows = await this.assetRepository.query(query, [authUser.id, searchAssetDto.searchTerm]);
-
-    return rows;
+    return await this.assetRepository.query(query, [authUser.id, searchAssetDto.searchTerm]);
   }
 
   async getCuratedLocation(authUser: AuthUserDto) {
-    const rows = await this.assetRepository.query(
+    return await this.assetRepository.query(
       `
         select distinct on (e.city) a.id, e.city, a."resizePath", a."deviceAssetId", a."deviceId"
         from assets a
@@ -322,7 +319,18 @@ export class AssetService {
       `,
       [authUser.id],
     );
+  }
 
-    return rows;
+  async getCuratedObject(authUser: AuthUserDto) {
+    return await this.assetRepository.query(
+      `
+        select distinct on (unnest(si.objects)) a.id, unnest(si.objects) as "object", a."resizePath", a."deviceAssetId", a."deviceId"
+        from assets a
+        left join smart_info si on a.id = si."assetId"
+        where a."userId" = $1 
+        and si.objects is not null
+      `,
+      [authUser.id],
+    );
   }
 }

server/src/api-v1/asset/entities/smart-info.entity.ts

@@ -13,6 +13,9 @@ export class SmartInfoEntity {
   @Column({ type: 'text', array: true, nullable: true })
   tags: string[];
 
+  @Column({ type: 'text', array: true, nullable: true })
+  objects: string[];
+
   @OneToOne(() => AssetEntity, { onDelete: 'CASCADE', nullable: true })
   @JoinColumn({ name: 'assetId', referencedColumnName: 'id' })
   asset: SmartInfoEntity;

server/src/api-v1/server-info/server-info.controller.ts

@@ -1,10 +1,7 @@
-import { Controller, Get, Post, Body, Patch, Param, Delete, UseGuards } from '@nestjs/common';
+import { Controller, Get, UseGuards } from '@nestjs/common';
 import { ConfigService } from '@nestjs/config';
-import { AuthUserDto, GetAuthUser } from '../../decorators/auth-user.decorator';
 import { JwtAuthGuard } from '../../modules/immich-jwt/guards/jwt-auth.guard';
 import { ServerInfoService } from './server-info.service';
-import mapboxGeocoding, { GeocodeService } from '@mapbox/mapbox-sdk/services/geocoding';
-import { MapiResponse } from '@mapbox/mapbox-sdk/lib/classes/mapi-response';
 import { serverVersion } from '../../constants/server_version.constant';
 
 @Controller('server-info')

server/src/api-v1/server-info/server-info.service.ts

@@ -1,31 +1,27 @@
 import { Injectable } from '@nestjs/common';
-import systemInformation from 'systeminformation';
 import { ServerInfoDto } from './dto/server-info.dto';
+import diskusage from 'diskusage';
 
 @Injectable()
 export class ServerInfoService {
-  constructor() {}
   async getServerInfo() {
-    const res = await systemInformation.fsSize();
+    const diskInfo = await diskusage.check('./upload');
 
-    const size = res[0].size;
-    const used = res[0].used;
-    const available = res[0].available;
-    const percentageUsage = res[0].use;
+    const usagePercentage = (((diskInfo.total - diskInfo.free) / diskInfo.total) * 100).toFixed(2);
 
     const serverInfo = new ServerInfoDto();
-    serverInfo.diskAvailable = this.getHumanReadableString(available);
-    serverInfo.diskSize = this.getHumanReadableString(size);
-    serverInfo.diskUse = this.getHumanReadableString(used);
-    serverInfo.diskAvailableRaw = available;
-    serverInfo.diskSizeRaw = size;
-    serverInfo.diskUseRaw = used;
-    serverInfo.diskUsagePercentage = percentageUsage;
+    serverInfo.diskAvailable = ServerInfoService.getHumanReadableString(diskInfo.available);
+    serverInfo.diskSize = ServerInfoService.getHumanReadableString(diskInfo.total);
+    serverInfo.diskUse = ServerInfoService.getHumanReadableString(diskInfo.total - diskInfo.free);
+    serverInfo.diskAvailableRaw = diskInfo.available;
+    serverInfo.diskSizeRaw = diskInfo.total;
+    serverInfo.diskUseRaw = diskInfo.total - diskInfo.free;
+    serverInfo.diskUsagePercentage = parseFloat(usagePercentage);
 
     return serverInfo;
   }
 
-  private getHumanReadableString(sizeInByte: number) {
+  private static getHumanReadableString(sizeInByte: number) {
     const pepibyte = 1.126 * Math.pow(10, 15);
     const tebibyte = 1.1 * Math.pow(10, 12);
     const gibibyte = 1.074 * Math.pow(10, 9);

server/src/app.module.ts

@@ -5,7 +5,6 @@ import { UserModule } from './api-v1/user/user.module';
 import { AssetModule } from './api-v1/asset/asset.module';
 import { AuthModule } from './api-v1/auth/auth.module';
 import { ImmichJwtModule } from './modules/immich-jwt/immich-jwt.module';
-import { JwtModule } from '@nestjs/jwt';
 import { DeviceInfoModule } from './api-v1/device-info/device-info.module';
 import { AppLoggerMiddleware } from './middlewares/app-logger.middleware';
 import { ConfigModule, ConfigService } from '@nestjs/config';
@@ -26,14 +25,12 @@ import { CommunicationModule } from './api-v1/communication/communication.module
     ImmichJwtModule,
     DeviceInfoModule,
     BullModule.forRootAsync({
-      imports: [ConfigModule],
-      useFactory: async (configService: ConfigService) => ({
+      useFactory: async () => ({
         redis: {
           host: 'immich_redis',
           port: 6379,
         },
       }),
-      inject: [ConfigService],
     }),
 
     ImageOptimizeModule,
@@ -49,6 +46,8 @@ import { CommunicationModule } from './api-v1/communication/communication.module
 })
 export class AppModule implements NestModule {
   configure(consumer: MiddlewareConsumer): void {
-    // consumer.apply(AppLoggerMiddleware).forRoutes('*');
+    if (process.env.NODE_ENV == 'development') {
+      consumer.apply(AppLoggerMiddleware).forRoutes('*');
+    }
   }
 }

server/src/constants/server_version.constant.ts

@@ -3,7 +3,7 @@
 
 export const serverVersion = {
   major: 1,
-  minor: 3,
+  minor: 4,
   patch: 0,
   build: 0,
 };

server/src/main.ts

@@ -1,3 +1,4 @@
+import { Logger } from '@nestjs/common';
 import { NestFactory } from '@nestjs/core';
 import { NestExpressApplication } from '@nestjs/platform-express';
 import { AppModule } from './app.module';
@@ -10,6 +11,14 @@ async function bootstrap() {
 
   app.useWebSocketAdapter(new RedisIoAdapter(app));
 
-  await app.listen(3000);
+  await app.listen(3000, () => {
+    if (process.env.NODE_ENV == 'development') {
+      Logger.log('Running Immich Server in DEVELOPMENT environment', 'IMMICH SERVER');
+    }
+
+    if (process.env.NODE_ENV == 'production') {
+      Logger.log('Running Immich Server in PRODUCTION environment', 'IMMICH SERVER');
+    }
+  });
 }
 bootstrap();

server/src/migration/1648317474768-AddObjectColumnToSmartInfo.ts

@@ -0,0 +1,20 @@
+import { MigrationInterface, QueryRunner } from "typeorm";
+
+export class AddObjectColumnToSmartInfo1648317474768
+  implements MigrationInterface
+{
+  public async up(queryRunner: QueryRunner): Promise<void> {
+    await queryRunner.query(`
+      ALTER TABLE smart_info
+        ADD COLUMN objects text[];
+
+    `);
+  }
+
+  public async down(queryRunner: QueryRunner): Promise<void> {
+    await queryRunner.query(`
+      ALTER TABLE smart_info
+        DROP COLUMN objects;
+    `);
+  }
+}

server/src/modules/background-task/background-task.processor.ts

@@ -6,7 +6,7 @@ import { AssetEntity } from '../../api-v1/asset/entities/asset.entity';
 import { ConfigService } from '@nestjs/config';
 import exifr from 'exifr';
 import { readFile } from 'fs/promises';
-import fs, { rmSync } from 'fs';
+import fs from 'fs';
 import { Logger } from '@nestjs/common';
 import { ExifEntity } from '../../api-v1/asset/entities/exif.entity';
 import axios from 'axios';
@@ -96,7 +96,7 @@ export class BackgroundTaskProcessor {
   async deleteFileOnDisk(job) {
     const { assets }: { assets: AssetEntity[] } = job.data;
 
-    assets.forEach(async (asset) => {
+    for (const asset of assets) {
       fs.unlink(asset.originalPath, (err) => {
         if (err) {
           console.log('error deleting ', asset.originalPath);
@@ -108,20 +108,43 @@ export class BackgroundTaskProcessor {
           console.log('error deleting ', asset.originalPath);
         }
       });
-    });
+    }
   }
 
   @Process('tag-image')
   async tagImage(job) {
     const { thumbnailPath, asset }: { thumbnailPath: string; asset: AssetEntity } = job.data;
-    const res = await axios.post('http://immich_tf_fastapi:8000/tagImage', { thumbnail_path: thumbnailPath });
 
-    if (res.status == 200) {
+    const res = await axios.post('http://immich_microservices:3001/image-classifier/tagImage', {
+      thumbnailPath: thumbnailPath,
+    });
+
+    if (res.status == 201 && res.data.length > 0) {
       const smartInfo = new SmartInfoEntity();
       smartInfo.assetId = asset.id;
       smartInfo.tags = [...res.data];
 
-      this.smartInfoRepository.save(smartInfo);
+      await this.smartInfoRepository.upsert(smartInfo, {
+        conflictPaths: ['assetId'],
+      });
+    }
+  }
+
+  @Process('detect-object')
+  async detectObject(job) {
+    const { thumbnailPath, asset }: { thumbnailPath: string; asset: AssetEntity } = job.data;
+
+    const res = await axios.post('http://immich_microservices:3001/object-detection/detectObject', {
+      thumbnailPath: thumbnailPath,
+    });
+
+    if (res.status == 201 && res.data.length > 0) {
+      const smartInfo = new SmartInfoEntity();
+      smartInfo.assetId = asset.id;
+      smartInfo.objects = [...res.data];
+      await this.smartInfoRepository.upsert(smartInfo, {
+        conflictPaths: ['assetId'],
+      });
     }
   }
 }

server/src/modules/background-task/background-task.service.ts

@@ -43,4 +43,15 @@ export class BackgroundTaskService {
       { jobId: randomUUID() },
     );
   }
+
+  async detectObject(thumbnailPath: string, asset: AssetEntity) {
+    await this.backgroundTaskQueue.add(
+      'detect-object',
+      {
+        thumbnailPath,
+        asset,
+      },
+      { jobId: randomUUID() },
+    );
+  }
 }