feat: initial commit

.gitignore

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+.DS_Store
+yolo*.pt
+# __pycache__
+gradio_queue.db
+__pycache__
+.venv

app.py

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+import gradio as gr
+import json
+
+from ultralyticsplus import YOLO, render_result
+
+# Model Heading and Description
+model_heading = "YOLOv8 NDL-DocL Datasets"
+description = """YOLOv8 NDL-DocL Datasets Gradio demo for object detection. Upload an image or click an example image to use."""
+
+article = "<p style='text-align: center'>YOLOv5 NDL-DocL Datasets is an object detection model trained on the <a href=\"https://github.com/ndl-lab/layout-dataset\">NDL-DocL Datasets</a>.</p>"
+
+image_path= [
+       
+    ['『源氏物語』(東京大学総合図書館所蔵).jpg', 0.25, 0.45],
+     ['『源氏物語』(京都大学所蔵).jpg', 0.25, 0.45],
+      ['『平家物語』(国文学研究資料館提供).jpg', 0.25, 0.45]
+]
+
+# Load YOLO model
+model = YOLO('model_- 19 may 2024 15_13.pt')
+
+def yolov8_img_inference(
+    image: gr.Image = None,
+    conf_threshold: gr.Slider = 0.25,
+    iou_threshold: gr.Slider = 0.45,
+):
+    """
+    YOLOv8 inference function
+    Args:
+        image: Input image
+        conf_threshold: Confidence threshold
+        iou_threshold: IOU threshold
+    Returns:
+        Rendered image
+    """
+    results = model.predict(image, conf=conf_threshold, iou=iou_threshold)
+    render = render_result(model=model, image=image, result=results[0])            
+
+    json_data = json.loads(results[0].tojson())
+    
+    return render, json_data
+
+    
+inputs_image = [
+    gr.Image(type="filepath", label="Input Image"),
+    gr.Slider(minimum=0.0, maximum=1.0, value=0.25, step=0.05, label="Confidence Threshold"),
+    gr.Slider(minimum=0.0, maximum=1.0, value=0.45, step=0.05, label="IOU Threshold"),
+]
+
+outputs_image =[
+    gr.Image(type="filepath", label="Output Image"),
+    gr.JSON(label="Output JSON")
+]
+demo = gr.Interface(
+    fn=yolov8_img_inference,
+    inputs=inputs_image,
+    outputs=outputs_image,
+    title=model_heading,
+    description=description,
+    examples=image_path,
+    article=article,
+    cache_examples=False
+)
+
+demo.launch(share=False)

init.sh

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+wget https://iiif.dl.itc.u-tokyo.ac.jp/iiif/genji/TIFF/A00_6587/01/01_0004.tif/full/1024,/0/default.jpg -O "『源氏物語』(東京大学総合図書館所蔵).jpg"
+
+wget https://rmda.kulib.kyoto-u.ac.jp/iiif/RB00007030/01/RB00007030_00003_0.ptif/full/1024,/0/default.jpg -O "『源氏物語』(京都大学所蔵).jpg"
+
+wget https://kotenseki.nijl.ac.jp/api/iiif/100312034/v4/HRSM/HRSM-00396/HRSM-00396-00012.tif/full/1024,/0/default.jpg -O "『平家物語』(国文学研究資料館提供).jpg"

model_- 19 may 2024 15_13.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8acb10e585c68b31142f2f4470606da52ce054ab467368b6bfe22ca547620e12
+size 136737193

requirements-dev.txt

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+# --upgrade pip
+-r requirements.txt
+gradio

requirements.txt

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+ultralyticsplus