Computer Vision
Detection, segmentation, OCR, and vision pipelines — production CV open source.
394 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 281 |
tensorflow_object_counting_api
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems! |
1.3K | 540 | 08/30/24 | MIT |
| 282 |
mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework. |
3.9K | 621 | 09/19/23 | Apache-2.0 |
| 283 |
Self-Correction-Human-Parsing
An out-of-box human parsing representation extractor. |
1.3K | 266 | 08/30/24 | MIT |
| 284 |
Emotion-recognition
Real time emotion recognition |
1.2K | 372 | 08/30/24 | MIT |
| 285 |
lightweight-human-pose-estimation.pytorch
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper. |
2.2K | 495 | 04/30/24 | Apache-2.0 |
| 286 |
nitrain
Train AI models efficiently on medical images using any framework |
1.9K | 299 | 06/13/24 | AGPL-3.0 |
| 287 |
colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016. |
3.5K | 922 | 11/27/23 | BSD-2-Clause |
| 288 |
openpifpaf
Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch. |
1.3K | 255 | 08/15/24 | Other |
| 289 |
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations |
2.5K | 495 | 03/04/24 | MIT |
| 290 |
FastMOT
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀 |
1.2K | 253 | 07/25/24 | MIT |
| 291 |
yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥 |
3.1K | 467 | 11/18/23 | GPL-3.0 |
| 292 |
yoha
A practical hand tracking engine. |
2.1K | 149 | 03/30/24 | MIT |
| 293 |
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch |
3.4K | 787 | 10/11/23 | MIT |
| 294 |
comfyui_segment_anything
Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything. |
1.1K | 110 | 07/12/24 | Apache-2.0 |
| 295 |
Gaussian-SLAM
Gaussian-SLAM: Photo-realistic Dense SLAM with Gaussian Splatting |
1.2K | 88 | 07/03/24 | MIT |
| 296 |
Efficient-Segmentation-Networks
Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.) |
1.0K | 167 | 07/25/24 | MIT |
| 297 |
pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials. |
2.0K | 428 | 03/05/24 | MIT |
| 298 |
AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics" |
1.8K | 415 | 04/03/24 | Other |
| 299 |
nsfw_model
Keras model of NSFW detector |
2.1K | 302 | 02/26/24 | Other |
| 300 |
antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy |
1.7K | 202 | 04/08/24 | Other |