TFJS-object-detection VS FastMOT

Compare TFJS-object-detection vs FastMOT and see what are their differences.

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TFJS-object-detection FastMOT
1 2
108 971
- -
0.0 0.0
5 months ago about 1 year ago
JavaScript Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

TFJS-object-detection

Posts with mentions or reviews of TFJS-object-detection. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-28.
  • Cannot read property 'children' of undefined with using Tensorflow Object Detection API model in tfjs
    2 projects | reddit.com/r/tensorflow | 28 May 2021
    Describe the current behavior I used transfer learning using a pretrained model from the Tensorflow Object Detection API, which i converted to tensorflow-js using the tensorflow-converter API in python. View the ipynb notebook HERE. I then followed @hugozanini's REPO which had a template for using your tensorflow object detection models in javascript; I copied the index.json file and put it into a sandbox, replacing his model.json file with mine. The repo which contains it can be found here

FastMOT

Posts with mentions or reviews of FastMOT. 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 TFJS-object-detection and FastMOT you can also consider the following projects:

multi-object-tracker - Multi-object trackers in Python

Deep-SORT-YOLOv4 - People detection and optional tracking with Tensorflow backend.

fast-reid - SOTA Re-identification Methods and Toolbox

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

zero-shot-object-tracking - Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

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.

yolov4-custom-functions - A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

FairMOT - [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

yolov8_tracking - Real-time multi-object tracking and segmentation using YOLOv8

yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x

AI-basketball-analysis - :basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

ssd_keras - A Keras port of Single Shot MultiBox Detector