Spaces:
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Sleeping
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Parent(s):
Initial clean structure
Browse files- .gitattributes +35 -0
- Dockerfile +11 -0
- README.md +11 -0
- app.py +43 -0
- requirements.txt +5 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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Dockerfile
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FROM python:3.10-slim
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
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README.md
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---
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title: Mediapipe Pose Api
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emoji: ⚡
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colorFrom: purple
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colorTo: yellow
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sdk: docker
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pinned: false
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license: apache-2.0
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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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from fastapi import FastAPI, UploadFile, File
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from fastapi.responses import JSONResponse
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import mediapipe as mp
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import numpy as np
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from PIL import Image
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import io
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app = FastAPI()
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mp_pose = mp.solutions.pose
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pose = mp_pose.Pose(
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static_image_mode=True,
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model_complexity=1,
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enable_segmentation=False
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)
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@app.post("/analyze_pose")
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async def analyze_pose(image: UploadFile = File(...)):
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try:
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data = await image.read()
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pil_image = Image.open(io.BytesIO(data)).convert("RGB")
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np_img = np.array(pil_image)
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bgr = np_img[:, :, ::-1]
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result = pose.process(bgr)
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if not result.pose_landmarks:
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return {"landmarks": None}
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landmarks = []
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for lm in result.pose_landmarks.landmark:
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landmarks.append({
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"x": lm.x,
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"y": lm.y,
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"z": lm.z,
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"visibility": lm.visibility
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})
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return {"landmarks": landmarks}
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except Exception as e:
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return {"error": str(e)}
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requirements.txt
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fastapi
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uvicorn
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mediapipe==0.10.9
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numpy
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Pillow
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