again???

.gitattributes

@@ -33,3 +33,5 @@ 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
+.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,7 +1,15 @@
 import gradio as gr
+from fastai.vision.all import *
+from pathlib import Path
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner("model.pkl")
+labels = learn.dls.vocab
+def predict(img):
+    pred, idx, probs = learn.predict(PILImage.create(img))
+    return {labels[i]: float(probs[i]) for i,_ in enumerate(probs)}
+
+examples = list(map(str, get_image_files(Path(""), recurse=False)))
+print(examples)
+iface = gr.Interface(fn=predict, inputs="image", outputs="label", examples=examples)
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
 iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d51bce0083124213062039269ce51cd840131614a66d10b1dfe02bbdebca98bb
+size 46967641