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Detectron2
FAIR's next-generation platform for object detection and segmentation.
object-detection detectron detectron2 pytorch
Norfair
Lightweight Python library for adding real-time 2D object tracking to any detector.
object-tracking norfair computer-vision code
TAO: A Large-Scale Benchmark for Tracking Any Object
A diverse dataset for Tracking Any Object (TAO) consisting of 2,907 high resolution videos, captured in diverse environments, which are half a minute long ...
object-tracking dataset benchmark tao
Fast Online Object Tracking and Segmentation: A Unifying Approach
We illustrate how to perform both realtime object tracking and semi-supervised video object segmentation using a fully-convolutional Siamese approach.
object-tracking siamese-networks convolutional-neural-networks computer-vision
Object tracking in 75 lines of code
Object tracking is straightforward conceptually. And if you have a good detector, simple methods can be pretty effective.
object-tracking pytorch computer-vision article
Trackable
The project deals with tracking humans in a narrow hallway under different lighting conditions.
computer-vision object-tracking pytorch hallway-tracking
Visual Object Tracking using Adaptive Correlation Filters
This article gives step by step tutorial with code on understanding MOSSE tracking algorithm
object-tracking computer-vision tutorial article
GOTURN-PyTorch
PyTorch implementation of "Learning to Track at 100 FPS with Deep Regression Networks"
object-tracking computer-vision code
Tracking Objects as Points
Simultaneous object detection and tracking using center points.
object-tracking object-detection computer-vision research
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