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3d-machine-learning

A resource repository for 3D machine learning

ai506_tp

awesome-bev-perception-multi-cameras

Awesome papers about Multi-Camera 3D Object Detection and Segmentation in Bird-Eye-View, such as DETR3D, BEVDet, BEVFormer

awesome-traffic-agent-trajectory-prediction

This is a list of papers related to traffic agent trajectory prediction.

awesome-trajectory-motion-prediction-papers

carla_pathdataset_generation

co-mod-gan-pytorch

pytorch implementation of the paper ``Large Scale Image Completion via Co-Modulated Generative Adversarial Networks"

cs-univ-wiki

컴공생을 위한 대학 생활 가이드라인

ctg

deep-video-inpainting

Official pytorch implementation for "Deep Video Inpainting" (CVPR 2019)

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

labs_hdmap

layoutextract_unet

layoutnet

Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"

layoutnetv2

PyTorch implementation for LayoutNet v2 in the paper: "3D Manhattan Room Layout Reconstruction from a Single 360 Image"

learngitbranching

An interactive git visualization to challenge and educate!

maptr

[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

pathpredictnusc

planarreconstruction

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

pytorch-template

PyTorch deep learning projects made easy.

scenetransformer-pytorch

t4p

[CVPR 2024] Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory

tensorflow-yolov3

🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset

trajdata-t4p

A unified interface to many trajectory forecasting datasets.

trajsde

[AAAI 2024] Improving Transferability for Cross-domain Trajectory Prediction via Neural Stochastic Differential Equation

vectornet

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation, partial function re-implement

vision-based-prediction

Deep Learning for Vision-based Prediction

visualrecognition

물체인식을 위한 컴퓨터 비전 (기초편)