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https://github.com/bububa/openvision

deep learning vision detector/estimator
https://github.com/bububa/openvision

deep-learning deep-neural-networks face-detection face-recognition facenet headpose headpose-detection headpose-estimation ncnn ncnn-model pose-detection pose-estimation posenet

Last synced: about 3 hours ago
JSON representation

deep learning vision detector/estimator

Host: GitHub
URL: https://github.com/bububa/openvision
Owner: bububa
License: apache-2.0
Created: 2021-10-27T13:00:08.000Z (about 3 years ago)
Default Branch: main
Last Pushed: 2022-02-07T09:30:26.000Z (almost 3 years ago)
Last Synced: 2024-06-20T15:54:17.199Z (5 months ago)
Topics: deep-learning, deep-neural-networks, face-detection, face-recognition, facenet, headpose, headpose-detection, headpose-estimation, ncnn, ncnn-model, pose-detection, pose-estimation, posenet
Language: C
Homepage:
Size: 457 KB
Stars: 5
Watchers: 2
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # libopenvision deep learning visualization C library

## Prerequest

- ncnn [Install](http://github.com/Tencent/ncnn/wiki/how-to-build)

- openmp

- vulkan(optional)

## Build

```bash

git submodule update --init --recursuve

cd build

cmake .. # optional -DNCNN_VULKAN=OFF -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_C_COMPILER=clang

```

## Features

- face

  - aligner (for face keypoints alignment)

  - detecter (for face location and keypoints detection)

    - mtcnn [Google Drive](https://drive.google.com/drive/folders/14ToHyDXZr4Ihuk8WYp1mVS7QnVxnzEjn?usp=sharing)

    - centerface [Google Drive](https://drive.google.com/drive/folders/1xMhO6aCnkkjt90Fh8BxVD_JHB3QJ2q-q?usp=sharing)

    - retainface [Google Drive](https://drive.google.com/drive/folders/1nxR3WFqqEWLwGVsp5c4tI0_iVVEaVOe8?usp=sharing)

    - yoloface [Google Drive](https://drive.google.com/drive/folders/1EM9H6-aYXKsWTRxx_wbKDyYHVIYpU6f7?usp=sharing)

    - scrfd [Google Drive](https://drive.google.com/drive/folders/1XPjfsuXGj9rXqAmo1K70BsqWmHvoYQv_?usp=sharing)

    - anticonv (for mask detection) [Google Drive](https://drive.google.com/drive/folders/1Fje0fmVPy5g0_oaxUbH_cAedkgjBf7QW?usp=sharing)

  - recognizer (face feature extration for classification)

    - mobilenet [Google Drive](https://drive.google.com/drive/folders/1fRLs10atm_vwDWQXZ-GJbKQpypNcXLAx?usp=sharing)

  - landmarker (for face landmarkers extraction)

    - insightface [Google Drive](https://drive.google.com/drive/folders/1e_nRwneMEDf_sXEMZCmOk0S4VT0_XpOS?usp=sharing)

    - zq [Google Drive](https://drive.google.com/drive/folders/1ax0J1TVhf2S-B3V6lnqwJaaHUK433sPm?usp=sharing)

    - scrfd [Google Drive](https://drive.google.com/drive/folders/1XPjfsuXGj9rXqAmo1K70BsqWmHvoYQv_?usp=sharing)

  - tracker (for face IOU calculation bettween frames)

  - hopenet (for head pose detection) [Google Drive](https://drive.google.com/drive/folders/1zLam-8s9ZMPDUxUEtNU2F9yFTDRM5fk-?usp=sharing)

  - hair (for hair segmentation) [Google Drive](https://drive.google.com/drive/folders/14DOBaFrxTL1k4T1ved5qfRUUziurItT8?usp=sharing)

  - eye

    - lenet (eye status detector) [Google Drive](https://drive.google.com/drive/folders/1jaonx6PeXFLA8gBKo4eQGuxsncVnqS7o?usp=sharing)

- pose

  - detector (for pose detection/estimation)

    - ultralight [Google Drive](https://drive.google.com/drive/folders/15b-I5HDyGe2WLb-TO85SJYmnYONvGOKh?usp=sharing)

    - openpose [Google Drive](https://drive.google.com/drive/folders/1Q2mq7dOE-eHsvu4BYpBaWVLkU5roKsm5?usp=sharing)

  - estimator (for pose estimation)

    - ultralight [Google Drive](https://drive.google.com/drive/folders/15b-I5HDyGe2WLb-TO85SJYmnYONvGOKh?usp=sharing)

    - movenet [Google Drive](https://drive.google.com/drive/folders/14zgKk0tro1kjRrSTs0EAlEKrV8Q4XA34?usp=sharing)

  - segmentor (for pose segmentation)

    - deeplabv3plus [Google Drive](https://drive.google.com/drive/folders/1BjiK0IiVAfyX30OoyQzoe1YBzvSudghG?usp=sharing)

    - erdnet [Google Drive](https://drive.google.com/drive/folders/1WkQqYT9D4oGL6Gubu0SOeqcZmrdZ5cNw?usp=sharing)

    - rvm (RobustVideoMatting) [Google Drive](https://drive.google.com/drive/folders/1roV7L8Z3OIC4C7CKQcm_KJ_CPHeTJug5?usp=sharing)

- hand

  - detector (for hand detect)

    - yolox [Google Drive](https://drive.google.com/drive/folders/1lNm5X6DJ1ZXVaqg54rXnRhvPfC5lAxlH?usp=sharing)

    - nanodet [Google Drive](https://drive.google.com/drive/folders/1ywH7r_clqqA_BAOFSzA92Q0lxJtWlN3z?usp=sharing)

  - pose (for hand pose estimation)

    - handnet [Google Drive](https://drive.google.com/drive/folders/1DsCGmiVaZobbMWRp5Oec8GbIpeg7CsNR?usp=sharing)

  - pose3d (for 3d handpose detection)

    - mediapipe [Google Drive](https://drive.google.com/drive/folders/1LsqIGB55dusZJqmP1uhnQUnNE2tLzifp?usp=sharing)

- styletransfer

  - animegan2 [Google Drive](https://drive.google.com/drive/folders/1K6ZScENPHVbxupHkwl5WcpG8PPECtD8e?usp=sharing)

- tracker

  - lighttrack [Google Drive](https://drive.google.com/drive/folders/16cxns_xzSOABHn6UcY1OXyf4MFcSSbEf?usp=sharing)

- counter

  - p2pnet [Google Drive](https://drive.google.com/drive/folders/1kmtBsPIS79C3hMAwm_Tv9tAPvJLV9k35?usp=sharing)

- golang binding (github.com/bububa/openvision/go)

## Reference

- [MirrorYuChen/ncnn_example](https://github.com/MirrorYuChen/ncnn_example)

- [nihui/ncnn-android-nanodet](https://github.com/nihui/ncnn-android-nanodet)

- [FeiGeChuanShu/ncnn_Android_face](https://github.com/FeiGeChuanShu/ncnn_Android_face)

- [FeiGeChuanShu/ncnn_nanodet_hand](https://github.com/FeiGeChuanShu/ncnn_nanodet_hand)

- [docongminh/deep-head-pose-ncnn](https://github.com/docongminh/deep-head-pose-ncnn)

- [nilseuropa/hopenet_ncnn](https://github.com/nilseuropa/hopenet_ncnn)

- [dog-qiuqiu/Ultralight-SimplePose](https://github.com/dog-qiuqiu/Ultralight-SimplePose)

- [GHLab/deep-head-pose-lite-ncnn](https://github.com/GHLab/deep-head-pose-lite-ncnn)