add gradio

app.py

@@ -0,0 +1,18 @@
+from fastcore.all import *
+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner('trashrecycle_model.pt')
+
+categories = ("cardboard", "glass", "metal", "paper", "plastic", "non-recyclable")
+
+def classify_img(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.inputs.Image(shape=[225,225])
+label = gr.outputs.Label()
+examples = ["kinderegg.jpg", "box.jpg"]
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=false)

trashrecycle_model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09d2262c2c6057207b27def1e4e3dfa62a8b45e1753c8df487ac8fc5ab82b6ea
+size 47058581