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Jiawei He's Projects

awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

ba-det icon ba-det

(CVPR 2023) Official PyTorch implementation of the paper: 3D Video Object Detection with Learnable Object-Centric Global Optimization.

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-segnet icon caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

caffe-segnet-cudnn5 icon caffe-segnet-cudnn5

This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

cpnet icon cpnet

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

dasiamrpn icon dasiamrpn

Distractor-aware Siamese Networks for Visual Object Tracking (ECCV2018)

defcn icon defcn

End-to-End Object Detection with Fully Convolutional Network

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

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

flownet2-pytorch icon flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

gmtracker icon gmtracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

mask-rcnn icon mask-rcnn

A PyTorch implementation of the architecture of Mask RCNN, serves as an introduction to working with PyTorch

mot2voc icon mot2voc

Scripts to convert from MOTChallenge dataset to VOC like dataset

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