Init commit 2

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+convnext_small.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,15 @@
+import gradio as gr
+
+
+def predict(img):
+    learn = load_learner("convnext_small.pkl")
+    img = PILImage.create(img)
+    learn.predict(image)
+    pred, pred_idx, probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+
+iface = gr.Interface(fn=predict,
+                     inputs=gr.inputs.Image(shape=(224, 224)),
+                     outputs=gr.outputs.Label(num_top_classes=3))
+iface.launch(share=True)

convnext_small.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6040cfb0ab9552d451761aa886023d95153ec20a6d1d37a08b4125ab719c9dba
+size 201353077