diff --git a/flatpak/.gitignore b/flatpak/.gitignore
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index 0000000..2245808
--- /dev/null
+++ b/flatpak/.gitignore
@@ -0,0 +1,3 @@
+build-dir
+.idea
+.flatpak-builder
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diff --git a/flatpak/debug.sh b/flatpak/debug.sh
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index 0000000..cb60baa
--- /dev/null
+++ b/flatpak/debug.sh
@@ -0,0 +1,3 @@
+# Script to debug the Flatpak application.
+flatpak-builder --sandbox --user --install --force-clean build-dir dev.nuculabs.ImageTagger.yaml
+flatpak run dev.nuculabs.ImageTagger
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diff --git a/flatpak/dev.nuculabs.ImageTagger.desktop b/flatpak/dev.nuculabs.ImageTagger.desktop
new file mode 100644
index 0000000..ada3b99
--- /dev/null
+++ b/flatpak/dev.nuculabs.ImageTagger.desktop
@@ -0,0 +1,9 @@
+[Desktop Entry]
+Name=ImageTagger
+Exec=/app/bin/image/bin/ImageTagger
+Terminal=false
+Type=Application
+Icon=dev.nuculabs.ImageTagger
+StartupWMClass=ImageTagger
+Comment=Image Tagger
+Categories=Utility;
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diff --git a/flatpak/dev.nuculabs.ImageTagger.png b/flatpak/dev.nuculabs.ImageTagger.png
new file mode 100644
index 0000000..6a56b4d
Binary files /dev/null and b/flatpak/dev.nuculabs.ImageTagger.png differ
diff --git a/flatpak/dev.nuculabs.ImageTagger.yaml b/flatpak/dev.nuculabs.ImageTagger.yaml
new file mode 100644
index 0000000..1222c0f
--- /dev/null
+++ b/flatpak/dev.nuculabs.ImageTagger.yaml
@@ -0,0 +1,37 @@
+id: dev.nuculabs.ImageTagger
+runtime: org.freedesktop.Platform
+runtime-version: '23.08'
+sdk: org.freedesktop.Sdk
+command: /app/bin/image/bin/ImageTagger
+finish-args:
+  # X11 + XShm access
+  - --share=ipc
+  - --socket=fallback-x11
+  # Wayland access
+  - --socket=wayland
+  # GPU acceleration if needed
+  - --device=dri
+  # Needs to save files locally
+  - --filesystem=xdg-pictures
+modules:
+  - name: ImageTagger
+    buildsystem: simple
+    build-commands:
+      - mkdir -p /app/bin/image/
+      - cp -R bin /app/bin/image/
+      - cp -R lib /app/bin/image/
+      - cp -R conf /app/bin/image/
+      - cp -R legal /app/bin/image/
+      - cp -R release /app/bin/image/
+      - chmod +x -R /app/bin/image/lib/ # make libs executable so xdg-open will work
+      # Desktop Integration
+      - mkdir -p bin /app/share/{applications,icons/hicolor/64x64/apps,metainfo}
+      - mv ${FLATPAK_ID}.desktop      /app/share/applications/${FLATPAK_ID}.desktop
+      - mv ${FLATPAK_ID}.png          /app/share/icons/hicolor/64x64/apps/${FLATPAK_ID}.png
+    sources:
+      - type: archive
+        path: ../img-ui/build/distributions/ImageTagger-linux.zip
+      - type: file
+        path: dev.nuculabs.ImageTagger.png
+      - type: file
+        path: dev.nuculabs.ImageTagger.desktop
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diff --git a/flatpak/readme.md b/flatpak/readme.md
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index 0000000..7bb9ea2
--- /dev/null
+++ b/flatpak/readme.md
@@ -0,0 +1,9 @@
+# Image Tagger Flatpak
+
+Image Tagger is a simple software application for predicting an image's keywords using a deep learning model based on resnet.
+
+It allows photographers to automate the image tagging process. 📸
+
+---
+
+This repo contains the flatpak build files.
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