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SpyderZSY'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.

detr icon detr

End-to-End Object Detection with Transformers

diffusiondepth icon diffusiondepth

PyTorch Implementation of introducing diffusion approach to 3D depth perception

dsnerf icon dsnerf

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

lmdrive icon lmdrive

LMDrive: Closed-Loop End-to-End Driving with Large Language Models

mobilevlm icon mobilevlm

Strong and Open Vision Language Assistant for Mobile Devices

nerf_pl icon nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

nerfingmvs icon nerfingmvs

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

rotpred icon rotpred

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

stereo-from-mono icon stereo-from-mono

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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