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TK156
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·
2693362
1
Parent(s):
e5808c5
feat: 深度推定機能を追加
Browse files- グラデーションベースの深度マップ生成
- 自動画像処理
- 直感的なUI
- app.py +57 -7
- requirements.txt +3 -1
app.py
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@@ -1,13 +1,63 @@
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import gradio as gr
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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import numpy as np
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from PIL import Image
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def create_depth_map(image):
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"""シンプルな深度マップ生成"""
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if image is None:
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return None
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try:
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# 画像をnumpy配列に変換
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img_array = np.array(image)
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height, width = img_array.shape[:2]
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# 上から下へのグラデーション(上=遠い/青、下=近い/赤)
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depth_map = np.zeros((height, width, 3), dtype=np.uint8)
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for y in range(height):
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ratio = y / height
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# 青から赤へのグラデーション
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depth_map[y, :, 0] = int(255 * ratio) # 赤
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depth_map[y, :, 2] = int(255 * (1 - ratio)) # 青
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return Image.fromarray(depth_map)
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except Exception as e:
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print(f"Error: {e}")
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return image
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# Gradioインターフェース
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with gr.Blocks(title="深度推定API") as demo:
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gr.Markdown("# 🌊 深度推定・3D可視化 API")
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gr.Markdown("画像をアップロードして深度マップを生成します")
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(
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label="入力画像",
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type="pil",
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height=300
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)
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with gr.Column():
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output_depth = gr.Image(
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label="深度マップ(上=遠い/青、下=近い/赤)",
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height=300
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)
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# 画像変更時に自動処理
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input_image.change(
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fn=create_depth_map,
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inputs=input_image,
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outputs=output_depth
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)
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gr.Markdown("""
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### 📝 使い方
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1. 画像をアップロードまたはドラッグ&ドロップ
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2. 深度マップが自動生成されます
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3. 青=遠い部分、赤=近い部分
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""")
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if __name__ == "__main__":
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demo.launch()
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requirements.txt
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@@ -1 +1,3 @@
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-
gradio
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gradio
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numpy
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pillow
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