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Update app.py
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app.py
CHANGED
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@@ -11,18 +11,27 @@ pipes = {
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"chinese-clip-vit-large-patch14-336px": pipeline("zero-shot-image-classification", model="OFA-Sys/chinese-clip-vit-large-patch14-336px"),
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"chinese-clip-vit-huge-patch14": pipeline("zero-shot-image-classification", model="OFA-Sys/chinese-clip-vit-huge-patch14"),
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}
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images="festival.jpg"
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def shot(image, labels_text):
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res = pipes['chinese-clip-vit-base-patch16'](images=PIL_image,
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candidate_labels=labels,
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hypothesis_template= "一张{}的图片。")
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return {dic["label"]: dic["score"] for dic in res}
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iface = gr.Interface(shot,
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"label",
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examples=[["festival.jpg", "灯笼, 鞭炮, 对联"],
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["cat-dog-music.png", "音乐表演, 体育运动"],
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"chinese-clip-vit-large-patch14-336px": pipeline("zero-shot-image-classification", model="OFA-Sys/chinese-clip-vit-large-patch14-336px"),
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"chinese-clip-vit-huge-patch14": pipeline("zero-shot-image-classification", model="OFA-Sys/chinese-clip-vit-huge-patch14"),
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}
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inputs = [
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gr.inputs.Image(type='pil'),
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"text",
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gr.inputs.Radio(choices=[
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"chinese-clip-vit-base-patch16",
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"chinese-clip-vit-large-patch14",
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"chinese-clip-vit-large-patch14-336px",
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"chinese-clip-vit-huge-patch14",
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], type="value", default="chinese-clip-vit-base-patch16", label="Model"),
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]
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images="festival.jpg"
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def shot(image, labels_text, model_name):
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labels = labels_text.split(",").strip(" ")
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res = pipes[model_name](images=image,
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candidate_labels=labels,
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hypothesis_template= "一张{}的图片。")
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return {dic["label"]: dic["score"] for dic in res}
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iface = gr.Interface(shot,
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inputs,
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"label",
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examples=[["festival.jpg", "灯笼, 鞭炮, 对联"],
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["cat-dog-music.png", "音乐表演, 体育运动"],
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