multi_object_tracking VS FairMOT

Compare multi_object_tracking vs FairMOT and see what are their differences.

multi_object_tracking

Multi-object tracking of water fleas from video. Detects dark blotches on light background, performs multi-object association, tracks them with Kalman filters. (by nuchi)
kalman-filter multi-object-tracking Computer Vision classical-computer-vision
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FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking (by ifzhang)
multi-object-tracking one-shot-tracker joint-detection-and-tracking Real-time
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multi_object_tracking FairMOT
1 2
1 3,930
- -
2.7 0.0
about 3 years ago 8 months ago
Python Python
GNU Affero General Public License v3.0 MIT License
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multi_object_tracking

Posts with mentions or reviews of multi_object_tracking. We have used some of these posts to build our list of alternatives and similar projects.
  • Show HN: Critter.Camera – Browser based motion detection and image capture
    1 project | news.ycombinator.com | 14 Mar 2021
    I also tackled the problem of moving-window brightness calibration in a related (but more constrained) problem --- tracking water fleas moving in a tank of water where an overhead light might periodically turn on and wash out the picture.

    I essentially subtracted the current frame from the max across a moving window.

    I'd be interested to chat about it if you like, my email is in my profile. The code is at https://github.com/nuchi/multi_object_tracking

FairMOT

Posts with mentions or reviews of FairMOT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-01.

What are some alternatives?

When comparing multi_object_tracking and FairMOT you can also consider the following projects:

ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

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)

yolact - A simple, fully convolutional model for real-time instance segmentation.

darknet - YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

BackgroundMattingV2 - Real-Time High-Resolution Background Matting

multi_object_tracking vs ByteTrack FairMOT vs ByteTrack FairMOT vs yolov5 FairMOT vs yolo_tracking FairMOT vs FastMOT FairMOT vs TensorFlowTTS FairMOT vs yolact FairMOT vs darknet FairMOT vs BackgroundMattingV2