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Yi Li's Projects

async-rl icon async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

chainerrl icon chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

da-rnn icon da-rnn

Semantic Mapping with Data Associated Recurrent Neural Networks

densefusion icon densefusion

"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

meshcat icon meshcat

Remotely-controllable 3D viewer, built on top of three.js

mx-deepim icon mx-deepim

Deep Iterative Matching for 6D Pose Estimation

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

py-r-fcn icon py-r-fcn

R-FCN with joint training and python support

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sixd_toolkit icon sixd_toolkit

Python scripts to facilitate participation in the SIXD Challenge.

stow icon stow

The official implementation of paper "STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots" at CoRL 2023

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tacotron2 icon tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

thuthesis icon thuthesis

LaTeX Thesis Template for Tsinghua University

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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