SLEEP-CO's starred repositories
trellisnet
[ICLR'19] Trellis Networks for Sequence Modeling
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
Awesome-Temporal-Action-Localization
A curated list of temporal action localization/detection and related area (e.g. temporal action proposal) resources.
PocketFlow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
YOLOv3-complete-pruning
提供对YOLOv3及Tiny的多种剪枝版本,以适应不同的需求。
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
knowledge-distillation-papers
knowledge distillation papers
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
leedl-tutorial
《李宏毅深度学习教程》(李宏毅老师推荐👍),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
Data-Science-Notes
数据科学的笔记以及资料搜集
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
pumpkin-book
《机器学习》(西瓜书)公式详解
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
CPlusPlusThings
C++那些事
Digital-Image-Processing
冈萨雷斯《数字图像处理matlab版》第二版