add model

README.md

@@ -1,7 +1,7 @@
 ---
-title: Movie Predictions
-emoji: 🏃
-colorFrom: green
+title: Movie Genres Predictions
+emoji: 🏆
+colorFrom: purple
 colorTo: blue
 sdk: gradio
 sdk_version: 4.7.1

app.py

@@ -0,0 +1,28 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../exporter.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'examples', 'demo', 'classify_image']
+
+# %% ../exporter.ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+
+# %% ../exporter.ipynb 3
+learn = load_learner('movie_predictions.pkl')
+
+# %% ../exporter.ipynb 5
+categories = ('Comedy 😂','Horror 👻')
+
+def classify_image(img):
+    prediction,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% ../exporter.ipynb 7
+examples = ['barbie.jpg','hangover.jpg','theshinning.jpg','freddy.jpg']
+
+demo = gr.Interface(classify_image, gr.Image(), gr.Label(), 
+                    examples=examples, 
+                    title = "Fun or RUN",
+                    description = "Image classifier that predicts a movie's genre based on the movie poster!",
+                    theme = gr.themes.Base())
+demo.launch()

movie_predictions.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22c417b3f68fcdbb2b552f95e6f720352df5768e28043081b14e71f1d8d8b660
+size 46976818

requirements.txt

@@ -0,0 +1 @@
+fastai