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Duplicate from konglong/yolov8_demo
Browse filesCo-authored-by: zhiwei <[email protected]>
- .gitattributes +34 -0
- README.md +13 -0
- app.py +71 -0
- requirements.txt +6 -0
.gitattributes
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README.md
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---
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title: Yolov8 Demo
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emoji: 📊
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colorFrom: blue
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colorTo: yellow
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sdk: gradio
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sdk_version: 3.29.0
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app_file: app.py
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pinned: false
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duplicated_from: konglong/yolov8_demo
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import gradio as gr
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import pandas as pd
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from PIL import Image
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from torchkeras import plots
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from torchkeras.data import get_url_img
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from pathlib import Path
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from ultralytics import YOLO
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import ultralytics
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from ultralytics.yolo.data import utils
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model = YOLO('yolov8n.pt')
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#load class_names
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yaml_path = str(Path(ultralytics.__file__).parent/'datasets/coco128.yaml')
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class_names = utils.yaml_load(yaml_path)['names']
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def detect(img):
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if isinstance(img,str):
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img = get_url_img(img) if img.startswith('http') else Image.open(img).convert('RGB')
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result = model.predict(source=img)
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if len(result[0].boxes.boxes)>0:
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vis = plots.plot_detection(img,boxes=result[0].boxes.boxes,
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class_names=class_names, min_score=0.2)
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else:
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vis = img
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return vis
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with gr.Blocks() as demo:
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with gr.Tab("Webcam"):
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input_img = gr.Image(source='webcam',type='pil')
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button = gr.Button("Detect",variant="primary")
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gr.Markdown("## Output")
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out_img = gr.Image(type='pil')
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button.click(detect,
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inputs=input_img,
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outputs=out_img)
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with gr.Tab("Url"):
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default_url = 'https://t7.baidu.com/it/u=3601447414,1764260638&fm=193&f=GIF'
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url = gr.Textbox(value=default_url)
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button = gr.Button("Detect",variant="primary")
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gr.Markdown("## Output")
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out_img = gr.Image(type='pil')
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button.click(detect,
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inputs=url,
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outputs=out_img)
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with gr.Tab("Upload"):
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input_img = gr.Image(type='pil')
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button = gr.Button("Detect",variant="primary")
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gr.Markdown("## Output")
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out_img = gr.Image(type='pil')
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button.click(detect,
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inputs=input_img,
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outputs=out_img)
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gr.close_all()
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demo.queue()
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demo.launch()
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requirements.txt
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ultralytics
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scikit-image
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torchkeras
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pathlib
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torch
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accelerate
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