Ligeng Zhu

pytorch-OpCounter. Count the MACs / FLOPs of your PyTorch model.

Efficient-PyTorch. My best practice of training large dataset using PyTorch.

pytorch-memonger. Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

SparseNet. [ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

arXiv-stats. Python

hf-torrent. Python

mxbox. Simple, efficient and flexible vision toolbox for mxnet framework.

Bayesian-Compression-for-Deep-Learning. Remplementation of paper https://arxiv.org/abs/1705.08665

PyTorch-Template. A template for PyTorch projects.

Colorize-Your-World. Let there be color!

Machine-Learning-for-Image-Colorization. (Torch + Tensorflow) A deep magic brings color to your monochrome image!

GroupNorm.pytorch. PyTorch implementation of Group Normalization https://arxiv.org/abs/1803.08494

Colorizing-Color-Images. [HVEI 2018] Colorizing Color Images

Project-Page-Render. HTML

Echoo. Let your program echo to you.

arch-viz. Python

hf-torrent-store.

MNasNet-TensorFlow. Implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile

PyTorch-via-PyTorch. C++

Deep-Learning-Live. From linear regression to multi-layer perceptron, an introductive tutorial for deep learning beginners.

tvm-notes. Python

ffmpeg-cuda-docker. A docker container to launch GPU accelerated FFmpeg

edge-cloud-train. Python

HW-for-COMP. HTML

TGFont. Simple hook to change Telegram desktop's font in Windows.

FlashATM.

pi-tools. A repo includes some useful tools for raspberry pi farm setup. https://hub.docker.com/repository/docker/lyken/pi-tools

Colorize.PyTorch. Python

tvm-hack. Python

EIE-pytorch. PyTorch implementation for EIE https://arxiv.org/abs/1602.01528

awesome-multimodal-reasoning.

dlg. [NeurIPS 2019] Deep Leakage From Gradients

wandb-example. Python

sample-video.

pythonLearn. Python

Surge-Proxy-Setting.

ubuntun-research. Common scripts I've used for setting up my ubuntu server

R1-V. Witness the aha moment of VLM with less than $3.

ink-epoch. CSS

the-importance-of-color.

T2C. Expand TOML configuration to commands

k8s-mpi.

Boostup-ImageNet. Python

Test-Repo2.