yolact
FairMOT
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yolact | FairMOT | |
---|---|---|
4 | 2 | |
4,924 | 3,926 | |
- | - | |
0.0 | 0.0 | |
6 months ago | 7 months ago | |
Python | Python | |
MIT License | MIT License |
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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.
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A question on Instance Segmentation Labelling
I am using yolact : https://github.com/dbolya/yolact
FairMOT
- Does Multi Object Tracking work better (precision/recall) on videos than jury rigging a SOTA image object detection to work on videos?
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[D] Multi object tracking (MOT)
Looks like FairMOT (https://paperswithcode.com/paper/a-simple-baseline-for-multi-object-tracking) which has code available (https://github.com/ifzhang/FairMOT ).
What are some alternatives?
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
mmdetection - OpenMMLab Detection Toolbox and Benchmark
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
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)
darknet - YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )