Computer Vision
Detection, segmentation, OCR, and vision pipelines — production CV open source.
518 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 481 |
MobileNet-Yolo
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire: |
1.7K | 278 | 02/06/21 | Other |
| 482 |
inat_comp
iNaturalist competition details |
810 | 113 | 05/26/21 | MIT |
| 483 |
GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond |
1.2K | 165 | 02/16/21 | Apache-2.0 |
| 484 |
swin-transformer-pytorch
Implementation of the Swin Transformer in PyTorch. |
861 | 129 | 03/29/21 | MIT |
| 485 |
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination |
758 | 130 | 03/25/21 | Other |
| 486 |
lambda-networks
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute |
1.5K | 155 | 11/18/20 | MIT |
| 487 |
mean-teacher
A state-of-the-art semi-supervised method for image recognition |
1.7K | 342 | 10/08/20 | Other |
| 488 |
quiver
Interactive convnet features visualization for Keras |
1.8K | 224 | 09/04/20 | MIT |
| 489 |
3d-pose-baseline
A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17. |
1.5K | 357 | 09/26/20 | MIT |
| 490 |
RetinexNet
A Tensorflow implementation of RetinexNet |
793 | 163 | 12/02/20 | MIT |
| 491 |
VoxelHashing
[Siggraph Asia 2013] Large-Scale, Real-Time 3D Reconstruction |
709 | 201 | 10/28/20 | Other |
| 492 |
tf_unet
Generic U-Net Tensorflow implementation for image segmentation |
1.9K | 730 | 05/05/20 | GPL-3.0 |
| 493 |
BossSensor
Hide screen when boss is approaching. |
6.3K | 1.1K | 10/31/18 | MIT |
| 494 |
AdaptSegNet
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight) |
858 | 206 | 08/14/20 | Other |
| 495 |
DeblurGAN
Image Deblurring using Generative Adversarial Networks |
2.6K | 531 | 12/25/19 | Other |
| 496 |
context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs |
907 | 200 | 07/19/20 | BSD-2-Clause |
| 497 |
frustum-pointnets
Frustum PointNets for 3D Object Detection from RGB-D Data |
1.7K | 530 | 03/24/20 | Apache-2.0 |
| 498 |
Gaussian_YOLOv3
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019) |
670 | 174 | 07/19/20 | Other |
| 499 |
MobileFace
A face recognition solution on mobile device. |
752 | 205 | 06/29/20 | MIT |
| 500 |
GANimation
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch] |
2.0K | 400 | 12/23/19 | GPL-3.0 |