yolact
FairMOT
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yolact | FairMOT | |
---|---|---|
4 | 2 | |
4,915 | 3,905 | |
- | - | |
0.0 | 0.0 | |
5 months ago | 6 months ago | |
Python | Python | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
yolact
- YOLOv6: Redefine state-of-the-art for object detection
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Instance segmentation
YOLACT
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Advice needed
The Github repo is not highly structured and is probably written during the time of the author's research. Been using this for well over a year and does the job so well.
FairMOT
What are some alternatives?
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
mmdetection - OpenMMLab Detection Toolbox and Benchmark
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
TensorFlowTTS - :stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)
pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more