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siyuanli's Projects

bdd100k icon bdd100k

BDD100K Dataset - CVPR 2020 Oral Paper

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

dg-net icon dg-net

CVPR2019 Joint Discriminative and Generative Learning for Person Re-identification

dla icon dla

Code for the CVPR 2018 Oral Paper "Deep Layer Aggregation"

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gtr icon gtr

Global Tracking Transformers, CVPR 2022

mixformer icon mixformer

[CVPR 2022 Oral] MixFormer: End-to-End Tracking with Iterative Mixed Attention

mmtracking icon mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

omni3d icon omni3d

Code release for "Omni3D A Large Benchmark and Model for 3D Object Detection in the Wild"

scalabel icon scalabel

Human-machine collaboration platform for visual data annotation

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

surreal icon surreal

Learning from Synthetic Humans, CVPR 2017

trackeval icon trackeval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

unsup3d icon unsup3d

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

vunet icon vunet

A generative model conditioned on shape and appearance.

winner_eccv20_tao icon winner_eccv20_tao

1st Place Solution to ECCV-TAO-2020: Detect and Represent Any Object for Tracking

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