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🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

C++ 2,385 421 Updated Jun 22, 2024

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

Python 1,675 330 Updated May 3, 2024

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏

Python 1,518 443 Updated Sep 3, 2020

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

Python 7,012 1,382 Updated Jun 23, 2020

《机器学习》(西瓜书)公式详解

24,878 4,777 Updated Mar 18, 2025

Implementation of the Swin Transformer in PyTorch.

Python 831 131 Updated Mar 29, 2021

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

Python 14,867 2,145 Updated Jul 24, 2024

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

Python 883 185 Updated Apr 21, 2024

比ResNet更强的RepVGG,结构重参数化,推理部署一路3x3卷积到底,详细的代码讲解,欢迎star

Jupyter Notebook 46 4 Updated May 26, 2021

Mathematical derivation and pure Python code implementation of machine learning algorithms.

Jupyter Notebook 1,535 597 Updated Sep 18, 2024

Deep Learning Image Segmentation: Theory and Practice

C++ 345 84 Updated Nov 8, 2024

数据科学的笔记以及资料搜集

Jupyter Notebook 8,394 3,140 Updated Aug 16, 2021

Diverse Branch Block: Building a Convolution as an Inception-like Unit

Python 338 44 Updated Feb 10, 2023

Python中文指南:从零到一的零基础 Python 教程

Python 375 114 Updated Jun 19, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,339 6,300 Updated Aug 22, 2023

学习C & C++ & python&汇编语言 LLVM编译器 数据结构 算法 操作系统 单片机 linux 面试

C 2,956 768 Updated May 17, 2024

🚘 Easiest Fully Convolutional Networks

Python 415 145 Updated Jul 6, 2023

RepVGG: Making VGG-style ConvNets Great Again

Python 3,393 435 Updated Feb 10, 2023

PyTorch for Semantic Segmentation

Python 1,734 392 Updated Oct 25, 2019
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