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Create app.py
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app.py
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import gradio as gr
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from datasets import load_dataset
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from PIL import Image, ImageDraw
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dataset = load_dataset("agentsea/wave-ui-25k", split="train")
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current_index = 0
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def draw_bounding_box(image, bbox):
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draw = ImageDraw.Draw(image)
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draw.rectangle(bbox, outline="red", width=2)
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return image
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def show_image(index):
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global current_index
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current_index = index
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data = dataset[current_index]
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image = data['image']
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bbox = data['bbox']
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image_with_bbox = draw_bounding_box(image, bbox)
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image_info = f"""
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\n**Image {current_index + 1} of {len(dataset)}**
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\n**Source**: {data['source']}
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\n**Platform**: {data['platform']}
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\n**Name**: {data['name']}
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\n**Description**: {data['description']}
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\n**Type**: {data['type']}
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\n**OCR**: {data['OCR']}
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\n**Language**: {data['language']}
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\n**Purpose**: {data['purpose']}
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\n**Expectation**: {data['expectation']}
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"""
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return image_with_bbox, image_info
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def next_image():
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global current_index
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current_index = (current_index + 1) % len(dataset)
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return show_image(current_index)
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def previous_image():
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global current_index
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current_index = (current_index - 1) % len(dataset)
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return show_image(current_index)
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shortcut_js = """
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<script>
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function shortcuts(e) {
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var event = document.all ? window.event : e;
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switch (e.target.tagName.toLowerCase()) {
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case "input":
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case "textarea":
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case "select":
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case "button":
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break;
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default:
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if (e.key === "ArrowRight") {
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document.getElementById("next_btn").click();
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} else if (e.key === "ArrowLeft") {
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document.getElementById("prev_btn").click();
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}
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}
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}
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document.addEventListener('keydown', shortcuts, false);
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</script>
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"""
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with gr.Blocks(head=shortcut_js) as app:
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gr.Markdown("# Wave UI 25k Dataset Explorer")
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with gr.Row():
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image_output = gr.Image(type="pil")
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label_output = gr.Markdown()
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with gr.Row():
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prev_button = gr.Button("Previous", elem_id="prev_btn")
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next_button = gr.Button("Next", elem_id="next_btn")
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prev_button.click(previous_image, outputs=[image_output, label_output])
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next_button.click(next_image, outputs=[image_output, label_output])
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app.load(show_image, inputs=[gr.Number(value=0, visible=False)], outputs=[image_output, label_output])
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app.launch()
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