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boostedglmb

cfnet

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

cfwcr

5th visual object tracking(VOT) tracker CFWCR

cmt

dirichletprocesstracking

The dependent Dirichlet process mixture of objects (DDPMO) model for detection-free tracking and object modeling.

duyongkim.github.io

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matconvnet

MatConvNet: CNNs for MATLAB

mc-groups

Tracking social groups within and across cameras

mcf-tracker

A simple multi-object tracker based on the mcf library

mcmc_data_association

mcmcda

Markov Chain Monte Carlo Data Association for Multi-Target Tracking

motbeyondpixels

Monocular multi-object tracking using simple and complementary 3D and 2D cues (ICRA 2018)

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

retina-unet

Retina blood vessel segmentation with a convolutional neural network

rjmcmc

Reversible Jump Markov Chain Monte Carlo Sampler for Autoregressive Moving Average (ARMA) Models

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

tfjs-models

Pretrained models for TensorFlow.js

tracking-by-animation

A PyTorch implementation of the "Tracking-by-Animation" algorithm published at CVPR 2019.

yolo_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"