Update app.py
Browse files
app.py
CHANGED
@@ -20,8 +20,8 @@ def predict(image,max_length=64, num_beams=4):
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clean_text = lambda x: x.replace('<|endoftext|>','').split('\n')[0]
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caption_ids = model.generate(image, max_length = max_length)[0]
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caption_text = clean_text(tokenizer.decode(caption_ids))
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caption_text2 = generate_captions(image)
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return caption_text
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blip_processor_large = AutoProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
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blip_model_large = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
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@@ -60,7 +60,6 @@ input = gr.inputs.Image(label="Upload your Image", type = 'pil', optional=True)
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#Two output boxes
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output_1 = gr.outputs.Textbox(type="text",label="Caption - 1")
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output_2 = gr.outputs.Textbox(type="text",label="Caption - 2")
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examples = [f"example{i}.png" for i in range(1,4)]
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description= "Image caption Generator"
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@@ -72,7 +71,7 @@ interface = gr.Interface(
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fn=predict,
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inputs = input,
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theme="grass",
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outputs =
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examples = examples,
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title=title,
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description=description,
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clean_text = lambda x: x.replace('<|endoftext|>','').split('\n')[0]
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caption_ids = model.generate(image, max_length = max_length)[0]
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caption_text = clean_text(tokenizer.decode(caption_ids))
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#caption_text2 = generate_captions(image)
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return caption_text
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blip_processor_large = AutoProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
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blip_model_large = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
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#Two output boxes
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output_1 = gr.outputs.Textbox(type="text",label="Caption - 1")
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examples = [f"example{i}.png" for i in range(1,4)]
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description= "Image caption Generator"
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fn=predict,
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inputs = input,
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theme="grass",
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outputs = output_1,
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examples = examples,
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title=title,
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description=description,
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