AIwuya's starred repositories

DeepLearning

深度学习、强化学习、模仿学习与机器人

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cs-self-learning

计算机自学指南

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Heart-rate-measurement-using-camera

real time application to measure heart rate

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llm-action

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

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PyTorch-Tutorial-2nd

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

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SIMPL

SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving

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MTR

MTR: Motion Transformer with Global Intention Localization and Local Movement Refinement, NeurIPS 2022.

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Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

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LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

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EigenTrajectory

Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"

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MTN_trajectory

This is an official repository of Multimodal Transformer Network for Pedestrian Trajectory Prediction.

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vision-based-prediction

Deep Learning for Vision-based Prediction

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awesome-pedestrian-behavior-estimation

Papers and resources collection about pedestrian behavior estimation

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ped-int-tra

Pedestrian Intention and Trajectory Prediction Study Using PIEPredict and LSTM Models over PIE and Waymo-Open datasets.

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STR-PIP

Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction

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pillar-motion

Self-Supervised Pillar Motion Learning for Autonomous Driving (CVPR 2021)

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UniAD

[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving

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TDengine

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

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FTGN

Official implementation of the paper "Trajectory Forecasting on Temporal Graphs"

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DSP

Trajectory Prediction with Graph-based Dual-scale Context Fusion

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HiVT

[CVPR 2022] HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

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waymo-motion-prediction-challenge-2022-multipath-plus-plus

Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++

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transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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GNN4Traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

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M2I

M2I is a simple but effective joint motion prediction framework through marginal and conditional predictions by exploiting the factorized relations between interacting agents.

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