diff --git a/machine-learning/package-lock.json b/machine-learning/package-lock.json
index 50d7e476f5..e9aebe3614 100644
--- a/machine-learning/package-lock.json
+++ b/machine-learning/package-lock.json
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@@ -1545,6 +1554,11 @@
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-            "ms": "2.1.2"
-          }
-        },
-        "mkdirp": {
-          "version": "1.0.4",
-          "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-1.0.4.tgz",
-          "integrity": "sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw=="
-        },
-        "ms": {
-          "version": "2.1.2",
-          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
-          "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w=="
-        },
-        "yargs": {
-          "version": "17.4.0",
-          "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.4.0.tgz",
-          "integrity": "sha512-WJudfrk81yWFSOkZYpAZx4Nt7V4xp7S/uJkX0CnxovMCt1wCE8LNftPpNuF9X/u9gN5nsD7ycYtRcDf2pL3UiA==",
-          "requires": {
-            "cliui": "^7.0.2",
-            "escalade": "^3.1.1",
-            "get-caller-file": "^2.0.5",
-            "require-directory": "^2.1.1",
-            "string-width": "^4.2.3",
-            "y18n": "^5.0.5",
-            "yargs-parser": "^21.0.0"
-          }
-        },
-        "yargs-parser": {
-          "version": "21.0.1",
-          "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.0.1.tgz",
-          "integrity": "sha512-9BK1jFpLzJROCI5TzwZL/TU4gqjK5xiHV/RfWLOahrjAko/e4DJkRDZQXfvqAsiZzzYhgAzbgz6lg48jcm4GLg=="
-        }
-      }
-    },
     "typescript": {
-      "version": "4.6.3",
-      "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.6.3.tgz",
-      "integrity": "sha512-yNIatDa5iaofVozS/uQJEl3JRWLKKGJKh6Yaiv0GLGSuhpFJe7P3SbHZ8/yjAHRQwKRoA6YZqlfjXWmVzoVSMw==",
+      "version": "4.7.4",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.7.4.tgz",
+      "integrity": "sha512-C0WQT0gezHuw6AdY1M2jxUO83Rjf0HP7Sk1DtXj6j1EwkQNZrHAg2XPWlq62oqEhYvONq5pkC2Y9oPljWToLmQ==",
       "dev": true
     },
     "universalify": {
@@ -16841,7 +15948,7 @@
     "unpipe": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
-      "integrity": "sha1-sr9O6FFKrmFltIF4KdIbLvSZBOw="
+      "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ=="
     },
     "uri-js": {
       "version": "4.4.1",
@@ -16860,7 +15967,7 @@
     "utils-merge": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
-      "integrity": "sha1-n5VxD1CiZ5R7LMwSR0HBAoQn5xM="
+      "integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA=="
     },
     "uuid": {
       "version": "8.3.2",
@@ -16947,9 +16054,9 @@
       "integrity": "sha1-JFNCdeKnvGvnvIZhHMFq4KVlSHE="
     },
     "webpack": {
-      "version": "5.70.0",
-      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.70.0.tgz",
-      "integrity": "sha512-ZMWWy8CeuTTjCxbeaQI21xSswseF2oNOwc70QSKNePvmxE7XW36i7vpBMYZFAUHPwQiEbNGCEYIOOlyRbdGmxw==",
+      "version": "5.73.0",
+      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.73.0.tgz",
+      "integrity": "sha512-svjudQRPPa0YiOYa2lM/Gacw0r6PvxptHj4FuEKQ2kX05ZLkjbVc5MnPs6its5j7IZljnIqSVo/OsY2X0IpHGA==",
       "dev": true,
       "requires": {
         "@types/eslint-scope": "^3.7.3",
@@ -16961,13 +16068,13 @@
         "acorn-import-assertions": "^1.7.6",
         "browserslist": "^4.14.5",
         "chrome-trace-event": "^1.0.2",
-        "enhanced-resolve": "^5.9.2",
+        "enhanced-resolve": "^5.9.3",
         "es-module-lexer": "^0.9.0",
         "eslint-scope": "5.1.1",
         "events": "^3.2.0",
         "glob-to-regexp": "^0.4.1",
         "graceful-fs": "^4.2.9",
-        "json-parse-better-errors": "^1.0.2",
+        "json-parse-even-better-errors": "^2.3.1",
         "loader-runner": "^4.2.0",
         "mime-types": "^2.1.27",
         "neo-async": "^2.6.2",
@@ -16976,44 +16083,6 @@
         "terser-webpack-plugin": "^5.1.3",
         "watchpack": "^2.3.1",
         "webpack-sources": "^3.2.3"
-      },
-      "dependencies": {
-        "ajv": {
-          "version": "6.12.6",
-          "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
-          "integrity": "sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==",
-          "dev": true,
-          "requires": {
-            "fast-deep-equal": "^3.1.1",
-            "fast-json-stable-stringify": "^2.0.0",
-            "json-schema-traverse": "^0.4.1",
-            "uri-js": "^4.2.2"
-          }
-        },
-        "ajv-keywords": {
-          "version": "3.5.2",
-          "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.5.2.tgz",
-          "integrity": "sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ==",
-          "dev": true,
-          "requires": {}
-        },
-        "json-schema-traverse": {
-          "version": "0.4.1",
-          "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
-          "integrity": "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==",
-          "dev": true
-        },
-        "schema-utils": {
-          "version": "3.1.1",
-          "resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-3.1.1.tgz",
-          "integrity": "sha512-Y5PQxS4ITlC+EahLuXaY86TXfR7Dc5lw294alXOq86JAHCihAIZfqv8nNCWvaEJvaC51uN9hbLGeV0cFBdH+Fw==",
-          "dev": true,
-          "requires": {
-            "@types/json-schema": "^7.0.8",
-            "ajv": "^6.12.5",
-            "ajv-keywords": "^3.5.2"
-          }
-        }
       }
     },
     "webpack-node-externals": {
@@ -17124,20 +16193,6 @@
       "integrity": "sha512-A5CUptxDsvxKJEU3yO6DuWBSJz/qizqzJKOMIfUJHETbBw/sFaDxgd6fxm1ewUaM0jZ444Fc5vC5ROYurg/4Pw==",
       "dev": true
     },
-    "xml2js": {
-      "version": "0.4.23",
-      "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.4.23.tgz",
-      "integrity": "sha512-ySPiMjM0+pLDftHgXY4By0uswI3SPKLDw/i3UXbnO8M/p28zqexCUoPmQFrYD+/1BzhGJSs2i1ERWKJAtiLrug==",
-      "requires": {
-        "sax": ">=0.6.0",
-        "xmlbuilder": "~11.0.0"
-      }
-    },
-    "xmlbuilder": {
-      "version": "11.0.1",
-      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-11.0.1.tgz",
-      "integrity": "sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA=="
-    },
     "xmlchars": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
@@ -17189,20 +16244,6 @@
       "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
       "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
       "dev": true
-    },
-    "zen-observable": {
-      "version": "0.8.15",
-      "resolved": "https://registry.npmjs.org/zen-observable/-/zen-observable-0.8.15.tgz",
-      "integrity": "sha512-PQ2PC7R9rslx84ndNBZB/Dkv8V8fZEpk83RLgXtYd0fwUgEjseMn1Dgajh2x6S8QbZAFa9p2qVCEuYZNgve0dQ=="
-    },
-    "zen-observable-ts": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/zen-observable-ts/-/zen-observable-ts-1.1.0.tgz",
-      "integrity": "sha512-1h4zlLSqI2cRLPJUHJFL8bCWHhkpuXkF+dbGkRaWjgDIG26DmzyshUMrdV/rL3UnR+mhaX4fRq8LPouq0MYYIA==",
-      "requires": {
-        "@types/zen-observable": "0.8.3",
-        "zen-observable": "0.8.15"
-      }
     }
   }
 }
diff --git a/machine-learning/package.json b/machine-learning/package.json
index 9acfe09111..29c0fe79be 100644
--- a/machine-learning/package.json
+++ b/machine-learning/package.json
@@ -25,7 +25,6 @@
     "@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": "^3.19.0",
@@ -34,11 +33,9 @@
     "@tensorflow/tfjs-node": "^3.19.0",
     "@tensorflow/tfjs-node-gpu": "^3.19.0",
     "@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"
+    "rxjs": "^7.2.0"
   },
   "devDependencies": {
     "@nestjs/cli": "^8.2.4",
diff --git a/machine-learning/src/app.module.ts b/machine-learning/src/app.module.ts
index 0c756bdb04..486dce35dd 100644
--- a/machine-learning/src/app.module.ts
+++ b/machine-learning/src/app.module.ts
@@ -1,15 +1,9 @@
 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,
-  ],
+  imports: [ImageClassifierModule, ObjectDetectionModule],
   controllers: [],
   providers: [],
 })
diff --git a/machine-learning/src/config/database.config.ts b/machine-learning/src/config/database.config.ts
deleted file mode 100644
index 5793af5d34..0000000000
--- a/machine-learning/src/config/database.config.ts
+++ /dev/null
@@ -1,11 +0,0 @@
-import { TypeOrmModuleOptions } from '@nestjs/typeorm';
-
-export const databaseConfig: TypeOrmModuleOptions = {
-  type: 'postgres',
-  host: process.env.DB_HOSTNAME || 'immich_postgres',
-  port: parseInt(process.env.DB_PORT || '5432'),
-  username: process.env.DB_USERNAME,
-  password: process.env.DB_PASSWORD,
-  database: process.env.DB_DATABASE_NAME,
-  synchronize: false,
-};