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Update app.py
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app.py
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@@ -1,11 +1,12 @@
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import gradio as gr
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from transformers import AutoProcessor,
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import torch
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device = "cuda" if torch.cuda.is_available() else "cpu"
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checkpoint1 = "ayoubkirouane/git-base-One-Piece"
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processor = AutoProcessor.from_pretrained(checkpoint1)
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model1 = AutoModelForCausalLM.from_pretrained(checkpoint1)
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def img2cap(image):
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input1 = processor(images=image, return_tensors="pt").to(device)
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pixel_values1 = input1.pixel_values
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@@ -13,15 +14,14 @@ def img2cap(image):
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generated_caption1 = processor.batch_decode(generated_id1, skip_special_tokens=True)[0]
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return generated_caption1
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examples = ["1.png" ,"2.png" , "3.png" ]
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gr.Interface(
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img2cap,
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inputs
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outputs=
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title
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description
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examples=examples,
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theme="huggingface",
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).launch(debug=True)
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import gradio as gr
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from transformers import AutoProcessor, AutoModelForCausalLM
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import torch
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device = "cuda" if torch.cuda.is_available() else "cpu"
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checkpoint1 = "ayoubkirouane/git-base-One-Piece"
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processor = AutoProcessor.from_pretrained(checkpoint1)
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model1 = AutoModelForCausalLM.from_pretrained(checkpoint1)
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def img2cap(image):
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input1 = processor(images=image, return_tensors="pt").to(device)
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pixel_values1 = input1.pixel_values
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generated_caption1 = processor.batch_decode(generated_id1, skip_special_tokens=True)[0]
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return generated_caption1
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examples = ["1.png", "2.png", "3.png"]
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gr.Interface(
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fn=img2cap,
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inputs=gr.Image(type="pil", label="Original Image"),
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outputs=gr.Textbox(label="The generated caption:"),
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title="Image Captioning using git-base-One-Piece Model",
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description="git-base-One-Piece is used to generate Image Caption for the uploaded image.",
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examples=examples,
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theme="huggingface",
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).launch(debug=True)
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