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.gitattributes

@@ -29,3 +29,4 @@ 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
+zachlavine.jpg filter=lfs diff=lfs merge=lfs -text

identifier.py

@@ -0,0 +1,19 @@
+import gradio as gr
+from fastai.vision.all import *
+
+def which_player(x): return x[0].isupper()
+
+learn = load_learner('model.pkl')
+
+categories = ('Kevin Durant', 'Kyrie Irving', 'Ben Simmons', 'Kawhi Leonard', 'Zach Lavine')
+
+def classify_image(img):
+    pred, ids, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['kevindurant.jpg', 'kyrieirving.jpg', 'kawhileonard.jpg', 'bensimmons.jpg', 'zachlavine.jpg']
+
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+iface.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba97d8c849abd3ba5b8175e7ae539df77322b123cb1dd2d192584872a5613d9
+size 46974049