Least1924's repositories
albumentations
fast image augmentation library and easy to use wrapper around other libraries
BiSeNet-Implementation
Here is a tutorial on how to implement a research Paper with Keras
Coolapk-UWP
酷安第三方UWP客户端
CS-Notes
:books: Computer Science Learning Notes
CSRA
Official code of ICCV2021 paper "Residual Attention: A Simple but Effective Method for Multi-Label Recognition"
Deep-Learning-Interview-Book
深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)
DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
Efficient-Model
模型压缩demo(剪枝、量化、知识蒸馏)
IR-TensorRT
使用 TensorRT 做推理引擎的 image restoration
keras-efficientnet
keras-efficientnet: A Keras implementation of EfficientNet
Keras-Semantic-Segmentation
Keras-Semantic-Segmentation
LHY_ML2020_Codes
李宏毅机器学习2020课程的相关代码
model-compression
model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for binary value of feature(A))
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
phpmysql4e
这是学习《PHP和MySQL Web开发》(第四版)(机械工业出版社)随书练习代码。
PIE-Net
Official model and network release for my CVPR2022 paper.
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-classification
Classification with PyTorch.
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
refinenet-keras
RefineNet: a Keras implementation
tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
TVM_experiments
Here are some exps for tuning models using tvm
UNet-family
Paper and implementation of UNet-related model.
UnetPlusPlus
A simple Keras implementation of UNet++ https://arxiv.org/abs/1807.10165
yolo3-keras
这是一个yolo3-keras的源码,可以用于训练自己的模型。
yolov4-keras
这是一个YoloV4-keras的源码,可以用于训练自己的模型。