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deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

deep_learning_object_detection

A paper list of object detection using deep learning.

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

deepcc

Multi-Target, Multi-Camera Tracking

deepid

deep face recognition algorithm

deepid2_based_inception

this network is built based on Inception. and optimize it by using identification loss and verification loss which derive from DeepID2+

deepmot

Official implementation of DeepMOT: A Differentiable Framework for Training Multiple Object Trackers.

deepsort

c++ version of https://github.com/nwojke/deep_sort.

detect-track

Code release for "Detect to Track and Track to Detect", ICCV 2017

detect-track-1

Four tracking algorithms organized with cascade classifier or YOLOv3 for object detection.

diou-darknet

Distance-IoU Loss into YOLO v3

dsst

dsst tracker

dsst_tracking

C++ implementation of Dsst

eco

c++ visual studio implement of ECO: Efficient Convolution Operators for Tracking

eco-pytorch

PyTorch implementation for "ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018

eco_tracker

ecotracker

Object tracker using ECO-HC algorithm

edge-tracker

edge tracker

efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

enkcf_tracker

C++ implementation of EnKCF Tracker

experimenting-with-sort

Experimenting with sort different classical tracking algorithms for real time multiple object tracking (MOT)

face-login

基于mtcnn/facenet/tensorflow 实现人脸识别登录系统

facenet

Face recognition using Tensorflow

fast-mtcnn

a casual work about retraining to optimize mtcnn Pnet and ONet. it can achieve 100+fps on CPU with minSize 60 (1920x1080) on intel i7 6700k

fastmaskrcnn

Mask RCNN in TensorFlow

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fpn_tensorflow

A Tensorflow implementation of FPN detection framework.

g-darknet

darknet with GIoU

goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016