tanglang96

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

MDENAS

Multinomial Distribution Learning for Effective Neural Architecture Search

DDPNAS

Dynamic Distribution Pruning for Efficient Network Architecture Search

DataFusion

particle-filter

particle filter based object tracking

GMM

GMM based background subtraction

AutoCV2

15-213

My notes for 15-213

EXTD_Pytorch

Official EXTD Pytorch code

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet.

terminal

The new Windows Terminal and the original Windows console host, all in the same place!

torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

awesome-books

📖

CartoonGAN-Test-Pytorch-Torch

Pytorch and Torch testing code of CartoonGAN [Chen et al., CVPR18]

CSAPP-3e-Solutions

CSAPP 3e Solutions gitbook

dalao-in-ai

dalao in AI research

darts

Differentiable architecture search for convolutional and recurrent networks

diya-CartoonGAN

Implementation and modification of CartoonGAN

Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

ncnn-android-squeezenet

The squeezenet image classification android example

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

pytorch-OpCounter

Count the FLOPs of your PyTorch model.

ShuffleNet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

tanglang96.github.io

test

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators