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Clothing-Identifier/.gitattributes

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Clothing-Identifier/README.md

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+---
+title: Mike
+emoji: 📉
+colorFrom: red
+colorTo: pink
+sdk: gradio
+sdk_version: 3.27.0
+app_file: app.py
+pinned: false
+license: apache-2.0
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Clothing-Identifier/app.py

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+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner('export.pkl')
+
+categories = ('Blouse', 'Dress', 'Pants', 'Shirt', 'Shorts')
+title = "Clothing Identifier"
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.Image(shape=(512, 512))
+label = gr.Label()
+examples = ['dress.jpg', 'shirt.jpg', 'pants.jpg', 'shorts.jpg']
+
+intf = gr.Interface(fn=classify_image, title=title, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

Clothing-Identifier/export.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f87985c9f24e787e289dce56ba5ac6a0d2d78a14fa633ae0b77fb400090e387b
+size 46986878

Clothing-Identifier/requirements.txt

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+fastai