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tracking-algorithm

Here are 103 public repositories matching this topic...

tryolabs / norfair

Open

[Feature Request] MMDetection

1

austinmw commented Jun 10, 2022

Hi, would you consider adding an example from MMDetection? It has nearly as many stars as Detectron2 and is growing at faster pace.

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enhancement good first issue

Deep-SORT-YOLOv4

LeonLok / Deep-SORT-YOLOv4

People detection and optional tracking with Tensorflow backend.

asynchronous tensorflow yolo object-detection object-tracking asynchronous-io tracking-algorithm people-tracker detection-algorithm yolov3 deep-sort tensorflow2 people-tracking deep-sort-tracking yolov4 asynchronous-processing

Updated Feb 21, 2021
Python

AIHunters / AcurusTrack

A multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.

python opencv machine-learning computer-vision surveillance-systems surveillance artificial-intelligence opencv-python kalman-filter multi-object-tracking openpose public-safety tracking-algorithm data-association multi-tracking multiple-object-tracking retinaface occlusions

Updated Apr 19, 2021
Python

BayesianTracker

quantumjot / BayesianTracker

Bayesian multi-object tracking

optimization bayesian object-tracking kalman-filter multi-object-tracking cell-tracking tracking-algorithm btrack

Updated Jul 8, 2022
C++

pprp / deep_sort_yolov3_pytorch

👊 Add attention blocks such as cbam, se. Add deep sort, sort and some tracking algorithm using opencv 目标跟踪算法重实现

object-detection attention-mechanism tracking-algorithm yolov3 deep-sort

Updated Mar 7, 2022
Python

rohanchandra30 / TrackNPred

This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.

deep-learning prediction yolo social-lstm cvpr trajectory-prediction tracking-algorithm icra social-gan road-agents traphic noisy-sensor-inputs

Updated Dec 8, 2019
Python

DeepLabCut / DeepLabCut-live

Sponsor

SDK for running DeepLabCut on a live video stream

real-time pose-estimation optogenetics tracking-algorithm deeplabcut

Updated Jul 6, 2022
Python

inayatkh / tracking-python3

In this repository I will give some implementation of single and multiple object tracking algorithms. These include meanShift, CamShift, Boosting, MIL, KCF, TLD , GoTurn, and MedianFlow. Additionally I will show you how to grab frames at a very high FPS from camera and videos.

tracker opencv tracking mil camshift kcf tracking-algorithm pyhton3 goturn meanshift highframerate medianflow

Updated Sep 18, 2017
Python

copilot

visualbuffer / copilot

Lane and obstacle detection for active assistance during driving. Uses windowed sweep for lane detection. Combination of object tracking and YOLO for obstacles. Determines lane change, relative velocity and time to collision

collision lane-lines lane-finding object-detection autonomous-driving autonomous-vehicles copilot lane-detection adas cv2 bounding-boxes lane-curvature lane-detector obstacle-detection lane-lines-detection tracking-algorithm lane-tracking yolov3

Updated Sep 17, 2020
Jupyter Notebook

asterixds / ExtendedKalmanFilter

autonomous-driving autonomous-vehicles tracking-algorithm

Updated Jun 13, 2017
C++

gwjensen / SnakeStrike

A Low-cost Open-source High-speed Multi-camera Motion Capture System.

tracking bioinformatics computer-vision high-performance triangulation snakes animal-movement motion-tracking tracking-algorithm multi-camera-tracking animal-tracking low-cost animal-science multi-camera high-speed-imaging multi-camera-tracker

Updated Sep 28, 2020
C++

mastodon

mastodon-sc / mastodon

Mastodon – a large-scale tracking and track-editing framework for large, multi-view images.

java imglib2 interactive-analysis interactive-visualizations tracking-algorithm bioimage-analysis microscopy-images large-images trackmate cell-lineage

Updated Jul 7, 2022
Java

ziliHarvey / Lucas-Kanade-tracking-and-Correlation-Filters

Open

what should i change if i want to use user defined ROI (like the rect in LucasKanade) in the affine lucas-kanade

1

wanghetongtt opened Mar 19, 2020

good first issue

fbaeuerlein / BasicGNNTracking

This shows a basic implementation of the global nearest neighbour (GNN) multi target Tracker. Kalman filter is used for Tracking and Auction Algorithm for determining the assignment of measurments to filters.

opencv auction-algorithm kalman-filter tracking-algorithm multi-target-tracker gnn

Updated Aug 10, 2020
C++

lukaswals / cpp-iout

C++ Implementation of IOU Tracker presented in AVSS17

tracking cpp tracking-algorithm iou-tracker

Updated Apr 29, 2018
C++

wangxiao5791509 / RGB-Thermal-Tracking-Paper-List

Paper collection of rgb-infrared tracking algorithms.

single-object-tracking tracking-algorithm rgb-infrared-tracking rgbt-tracking rbg-thermal-tracking

Updated Aug 4, 2020

avinashk442 / Lucas-Kanade-Tracker

Implementation of Lucas Kanade Tracking system using six parameter affine model and recursive Gauss-Newton process.

affine-transformation lucas-kanade gauss-newton-method baker tracking-algorithm opencv3-python

Updated Feb 7, 2018
Python

SmitSheth / People-Counter

Open

How to run?

6

ryanhz commented Mar 15, 2019

./darknet detector demo cfg/coco.data cfg/yolov2.cfg yolo.weights -prefix 0

Give me error message saying like cannot load image "data/labels/126_1.png"
then showing a static image. What am I missing?

Read more

good first issue

wangxiao5791509 / TNL2K_evaluation_toolkit

Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)

visual-tracking single-object-tracking tracking-algorithm tracking-by-natural-language

Updated Jul 6, 2022
MATLAB

lukaswals / unified_tracking_benchmark

An easy-to-use tool for evaluating tracking algorithms on many different benchmarks like OTB and Temple-Color

tracking benchmark matlab dataset evaluation-framework tracking-algorithm

Updated Jul 17, 2019
MATLAB

Sai-Venky / Trackjectory

Tracking and Trajectory Prediction

tracking deep-learning graph deep-learning-algorithms trajectory-generation convolutional-neural-networks object-detection convolutional-neural-network object-tracking object-recognition trajectory-prediction tracking-algorithm graphneuralnetwork

Updated Aug 11, 2021
Python

tinevez / simpletracker

A simple particle tracking algorithm for MATLAB that can deal with gaps.

tracking matlab matlab-functions hungarian-algorithm tracking-algorithm

Updated Jun 19, 2019
MATLAB

CorpusVR

gitDanilo / CorpusVR

Hand tracking with augmented reality using OpenCV and OpenGL

android java opencv image opengl augmented-reality image-processing image-recognition opengl-es tracking-algorithm

Updated Aug 21, 2019
Java

xsuite / xtrack

Python package for tracking simulations in particle accelerators on CPU and GPU.

gpu physics physics-simulation tracking-algorithm

Updated Jul 8, 2022
Python

adityaravichander / auv_lbf

Lyapunov based controller design for trajectory tracking of an under-actuated autonomous underwater vehicle(AUV)

research robotics matlab simulink underwater-robotics auv trajectory lyapunov tracking-algorithm controller-design

Updated Jul 8, 2021
MATLAB

wangkaihong / object_tracking

Object tracking using alpha-beta algorithm and Hungarian algorithm

tracking-algorithm

Updated Feb 14, 2019
Python

MaidouPP / sdf_2d_slam

2D SDF tracker

signed-distance-field odometry tracking-algorithm

Updated Jul 13, 2019
Python

omarabid59 / Object-Tracking-Library

Object detection using Tensorflow Object Detection API and tracking using Kalman-filtering

tensorflow tracking-algorithm

Updated Sep 12, 2018
Python

Exely / masktrackrcnn-mmdet2.0

Open

num_classes in config

3

qihao-huang commented Jul 5, 2021

https://github.com/Exely/masktrackrcnn-mmdet2.0/blob/83fcc2b0342f17e79d17d151ab8b1b11dc4359c8/configs/masktrackrcnn_ytvos/masktrackrcnn_r50_fpn_2x.py#L67

Why the num_classes is set to be 1 instead of 41 or 40?

Read more

enhancement good first issue

infparadox / Object-Tracking-and-Detection

Worked on tracking and detection of vehicles in a real time scenario.Work included feature extraction and data manipulation of vehicles by assigning them a unique ID and store / write various information such as time stamp ,area , aspect ratio into a file. Used various tracking algorithms such as blob analysis, MOG back-ground substraction, haar cascading etc.

computer-vision tracking-algorithm

Updated Jul 9, 2017
Python

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