3rd commit

README.md

@@ -1,13 +1,13 @@
 ---
-title: Cat Categories
-emoji: 🏃
-colorFrom: green
-colorTo: purple
+title: Pet classifier!
+emoji: 🐶
+colorFrom: pink
+colorTo: blue
 sdk: gradio
-sdk_version: 3.35.2
+sdk_version: 3.1.1
 app_file: app.py
-pinned: false
+pinned: true
 license: apache-2.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference

app.py

@@ -0,0 +1,27 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
+
+__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
+
+# Cell
+from fastai.vision.all import *
+import gradio as gr
+import timm
+
+# Cell
+learn = load_learner('model.pkl')
+
+# Cell
+categories = learn.dls.vocab
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# Cell
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['basset.jpg']
+
+# Cell
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch()

gitignore.txt

@@ -0,0 +1,3 @@
+flagged/
+.ipynb_checkpoints/
+

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8422d6d41d797411e391c7fab3441207d065d3538315ca615956598a3a6f6488
+size 114793249

requirements.txt

@@ -0,0 +1,5 @@
+fastai==2.7.12
+gradio==3.34.0
+timm==0.9.2
+torch==2.0.1
+torchvision==0.15.2