diff --git a/packages/server/package.json b/packages/server/package.json
index 9a061618..95179db1 100755
--- a/packages/server/package.json
+++ b/packages/server/package.json
@@ -30,7 +30,8 @@
     "passport": "0.5.2",
     "passport-jwt": "4.0.0",
     "passport-local": "1.0.0",
-    "path-to-regexp": "6.2.0"
+    "path-to-regexp": "6.2.0",
+    "sharp": "^0.31.1"
   },
   "devDependencies": {
     "cross-env": "^7.0.3",
diff --git a/packages/server/src/utils/indecent-prediction/index.js b/packages/server/src/utils/indecent-prediction/index.js
index fafa1607..cf817671 100644
--- a/packages/server/src/utils/indecent-prediction/index.js
+++ b/packages/server/src/utils/indecent-prediction/index.js
@@ -1,5 +1,9 @@
 const tf = require("@tensorflow/tfjs-node")
 import * as nsfwjs from "nsfwjs/dist"
+import sharp from "sharp"
+
+import fs from "fs"
+import path from "path"
 
 import readImage from "../read-image"
 import imageByteArray from "../image-byte-array"
@@ -17,6 +21,22 @@ export default async (payload) => {
 
     const model = await nsfwjs.load()
 
+    // check if image is not a jpg
+    if (image.indexOf(".jpg") === -1) {
+        // convert image to jpg
+        const converted = await sharp(image)
+            .jpeg()
+            .toBuffer()
+
+        // write converted image to disk (use cache)
+        const destination = path.resolve(global.uploadCachePath, `${Date.now()}.jpg`)
+
+        fs.writeFileSync(destination, converted)
+
+        // set image to the converted image
+        image = destination
+    }
+
     const logo = readImage(image)
     const input = imageToInput(logo, channels)