Added Pomoro_AI.py and deleted app.py

Pomodoro_AI.py

@@ -0,0 +1,27 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../gdrive/My Drive/Colab Notebooks/Pomodoro_AI.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% ../gdrive/My Drive/Colab Notebooks/Pomodoro_AI.ipynb 76
+import timm
+from fastai.vision.all import *
+
+# %% ../gdrive/My Drive/Colab Notebooks/Pomodoro_AI.ipynb 78
+learn = load_learner('poncho_net_v1.pkl')
+
+# %% ../gdrive/My Drive/Colab Notebooks/Pomodoro_AI.ipynb 80
+categories = ('fear', 'happy', 'neutral', 'sad')
+
+def classify_image(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+# %% ../gdrive/My Drive/Colab Notebooks/Pomodoro_AI.ipynb 82
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+
+examples = ['happy.jpg', 'fear.jpg', 'neutral.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)