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dxykevin's Projects

repnet-mdnet-vehiclereid icon repnet-mdnet-vehiclereid

Implementing RepNet(a two-stream multitask learning network) to do vehicle Re-identification, vehicle search(or vehicle match) with PyTorch 可用于车辆再识别,车辆匹配,车辆检索,RepNet/MDNet的一种PyTorch实现

self-attention icon self-attention

simple implements Non-Local Neural Networks for image classification(Fashion-Mnist)

siamese-two-stream icon siamese-two-stream

The paper "A Two-Stream Siamese Neural Network for Vehicle Re-Identification by Using Non-Overlapping Cameras"

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

ssg icon ssg

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification, ICCV 2019 (Oral)

ste-nvan icon ste-nvan

Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification (BMVC 2019)

vehicle-detection icon vehicle-detection

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

vehicle-re-id icon vehicle-re-id

Viewpoint-aware Attentive Multi-view Inference for Vehicle Re-identification

vehicle_detection_recognition icon vehicle_detection_recognition

This is a Matlab lesson design for vehicle detection and recognition. Using cifar-10Net to training a RCNN, and finetune AlexNet to classify. Thanks to Cars Dataset:http://ai.stanford.edu/~jkrause/cars/car_dataset.html

vehiclereid_baseline icon vehiclereid_baseline

This is a baseline framework for vehicle re-id on the VeRi dataset, implementated by PyTorch.

veri-wild icon veri-wild

A Large-Scale Dataset for Vehicle Re-Identification in the Wild

veridataset icon veridataset

This is the project page for veri dataset which is a large scale image dataset for vehicle re-identification in urban traffic surveillance.

vfl-vehicle-re-id icon vfl-vehicle-re-id

Code of the VFL part proposed in the paper: Variational Representation Learning for Vehicle Re-Identification

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