Dectect human and transform face in Nvidia jetson orin edge device connected with CCTV (Conversion GAN model by Pytorch to Jetson)
$750-1500 USD
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게시됨 21일 전
$750-1500 USD
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1 Overview:
This project de-identifies personal information in the video that detects a person on an Edge Device connected to CCTV and protects personal information by changing the person's face or face + top and bottom. Here's what we need.
1.1 Edge Device must be sent video from the CCTV Stream.
1.2 A person must be detected in the input video.
1.3 The following information must be extracted from the detected person and made into a metadata (JSON) file.
- Facial Embedding Information
- Extract information about a person's attributes (hair length, hair color, top color, bottom color, top shape, bottom shape, shoe shape, color, etc.)
1.4 Change to a new face, a new outfit.
1.5 Real-time converted images and generated metadata should be delivered to the storage server via RTSP protocol.
we need for recommendations on faster face attribute manipulation model than Hyperstyle