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Yicheng Liu's Projects

bevformer icon bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

chamferdist icon chamferdist

Pytorch package to compute Chamfer distance between point sets (pointclouds).

colorization icon colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

detr icon detr

End-to-End Object Detection with Transformers

dgp icon dgp

ML Dataset Governance Policy for Autonomous Vehicle Datasets

futr3d icon futr3d

Code for paper: FUTR3D: a unified sensor fusion framework for 3d detection

hedwig icon hedwig

PyTorch deep learning models for document classification

ibp_vae icon ibp_vae

mean-field and structured VAEs for the IBP

mile icon mile

PyTorch code for the paper "Model-Based Imitation Learning for Urban Driving".

mmtransformer icon mmtransformer

CVPR 2021 PAPER!!!!! "Multimodal Motion Prediction with Stacked Transformers"

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

mutr3d-test icon mutr3d-test

Code for Paper, MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries. https://tsinghua-mars-lab.github.io/mutr3d/

person_reid_baseline_pytorch icon person_reid_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

petr icon petr

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection

pgds icon pgds

Poisson-Gamma dynamical systems

pytorch-kaldi icon pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

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