updated sd

app.py

@@ -1,7 +1,17 @@
 import gradio as gr
+from fastai.vision.all import *
+import skimage
+import re
 
-def greet(name):
-    return "Hello ranjith+es" + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+
+learn = load_learner('export.pkl')
+  
+labels = learn.dls.vocab
+def predict(img):
+    img = PILImage.create(img)
+    pred,pred_idx,probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+title = "rock classifier"
+gr.Interface(fn=predict, inputs=gr.Image(), outputs=gr.Label(num_top_classes=7)).launch(share=True)

rocks-2.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:116936a74e2c91ce82127bf9a23c947c0f682de1e85f836f4a9d7a60a5e57464
+size 47015954