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Description
We have provided at least one easy and clean Python demo for every model here in the zoo. As described in #132, Python demos sometimes can be too concise to be converted to other languages, such as C++. Hence, we decide to add C++ demos as well but they should be clean and simple enough to show how to run inference and get expected output with OpenCV.
We welcome contributions from community. Please take a look at the list below and leave comments for application or discussion before you start to dive in coding.
Status | Task | Models |
---|---|---|
✅ Done #138 | Face Detection | YuNet |
✅ Done #259 | Face Recognition | SFace |
✅ Done #177 | Object Detection | YOLOX |
✅ Done #232 | Object Detection | NanoDet |
✅ Done #175 | Text Detection | DB |
✅ Done #176 | Text Recognition | CRNN (CN) |
✅ Done #176 | Text Recognition | CRNN (EN) |
✅ Done #176 | Text Recognition | CRNN (CH) |
✅ Done #241 | Image Classification | PP-ResNet50 |
✅ Done #171 | Image Classification | MobileNet V1 |
✅ Done #171 | Image Classification | MobileNet V2 |
✅ Done #243 | Human Segmentation | PP-HumanSeg |
✅ Done #279 | QR Code Detection / Parsing | WeChatQRCode |
✅ Done #277 | Person Re-Identification | YoutuReID |
✅ Done #282 | Palm Detection | MP-PalmDet |
❗️ Need Contribution | Hand Pose Estimation | MP-HandPose |
✅ Done #179 | Person Detection | MP-PersonDet |
✅ Done #186 | Pose Estimation | MP-Pose |
✅ Done #233 | Facial Expression Recognition | FER |
✅ Done #240 | Object Tracking | VitTrack |
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kekxv commentedon Mar 16, 2023
handpose_estimation_mediapipe. please
Thank you so much.
dmatveev commentedon Apr 28, 2023
If we revive DNN backend in G-API, it may make sense to write the C++ demos directly in G-API to combine Video, NN, Pre&Post processing all in the same pipeline effectively. Additional points to OpenCV as an application framework. What do you think?
cc: @vpisarev
fengyuentau commentedon Apr 28, 2023
It would be good to provide additional demos in G-API to construct a complete end-to-end pipeline. But first we need to have DNN backend in G-API, which is not implemented yet right?
cc @ShiqiYu
LaurentBerger commentedon Jun 9, 2023
@fengyuentau I can manage MobileNet V1 Are you agree?
fengyuentau commentedon Jun 9, 2023
@LaurentBerger No problems. Pull requests are welcome.
LaurentBerger commentedon Jun 12, 2023
About DaSiamRPN there is already an example Model source: opencv/samples/dnn/diasiamrpn_tracker.cpp
fengyuentau commentedon Jun 13, 2023
Yes, but we are going to replace it. We have two GSoC projects ongoing for training a better but also lighter object trackers.
LaurentBerger commentedon Jun 15, 2023
May be it should be mark as in progress
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