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zetnim's Projects

adaptivel2regularization

[ICPR 2020] Adaptive L2 Regularization in Person Re-Identification

agrl.pytorch

[TIP2020] Adaptive Graph Representation Learning for Video Person Re-identification

aic2018_iamai

A multi-camera vehicle detection, tracking and re-identification system

Work in progress and needs a lot of changes for now. An implementation of paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single classifier this is work under progress.

applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-crowd-counting

Awesome Crowd Counting

awesome-person-re-identification

Awesome Person Re-Identification

awesome-person-re-identification-1

Awesome person re-identification

awesome-reid-dataset

Collection of public available person re-identification datasets

awesome-vehicle-re-identification

collection of dataset&paper&code on Vehicle Re-Identification

awesome-vehicle-re-identification-1

Awesome Vehicle Re-identification

behavior_recognition

For this project, I am developing an end-to-end trainable behavior recognition system using deep convolutional networks. This project is based on Inception 3D, the state-of-the-art in action recognition.

c-3-framework

An open-source PyTorch code for crowd counting

crime-detection--using-deep-learning

Developed an object detection model using YOLO Darknet framework to prevent crimes. Collected the crime data manually from Google images as well as Imagenet database

criminal-face-recognition-tensorflow

A simple application that can be trained to detect criminals using their face photos.

cudasift

A CUDA implementation of SIFT for NVidia GPUs (1.2 ms on a GTX 1060)

dcgan-pytorch

Pytorch implement of DCGAN and LSGAN

deep-learning-for-tracking-and-detection

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

deep-person-reid

Deep learning person re-identification in PyTorch.

deep-person-reid-1

Cross-camera person tracking system built on KaiyangZhou/deep-person-reid

deep-person-search

deep-person-search: deep learning person search in PyTorch.

dg-net

CVPR2019 Joint Discriminative and Generative Learning for Person Re-identification

dissecting-person-re-id-from-the-viewpoint-of-viewpoint

Project page of "Dissecting-Person-Re-identification-from-the-Viewpoint-of-Viewpoint, cvpr2019"

ecn

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification CVPR 2019

face-search

A demonstration of face database search implemented in python

facial-recognition-using-facenet-siamese-one-shot-learning

Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks

fairmot

A simple baseline for one-shot multi-object tracking

gpusift

Parallel implementation of Scale Invariant Feature Transform (SIFT)

human-reid-in-nvidia-jetson

Person ReID(Re Identification) in NVIDIA Jetson TX2 for real time algorithm

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