YOLOV4运行在嵌入式设备上

Last update: Sep 09, 2021

Related tags

Overview

在嵌入式设备上实现YOLO V4 tiny

在嵌入式设备上实现YOLO V4 tiny
- 目录结构

目录结构

|-- YOLO V4 tiny
    |-- .gitignore
    |-- LICENSE
    |-- README.md
    |-- test.txt
    |-- train.py
    |-- train.txt
    |-- val.txt
    |-- yolo_anchors
    |-- .idea
    |   |-- .gitignore
    |   |-- misc.xml
    |   |-- modules.xml
    |   |-- vcs.xml
    |   |-- workspace.xml
    |   |-- YOLOV4TINY.iml
    |   |-- inspectionProfiles
    |       |-- profiles_settings.xml
    |-- nets
    |   |-- CSPdarknet53_tiny.py
    |   |-- yolov4_tiny.py
    |-- utils
    |   |-- utils.py
    |   |-- voc2yolo.py
    |   |-- YOLO_Dataset.py

yolo v4 tiny的学习参考了b站up主的视频，特此感谢。 up主的视频链接

Owner

Liu-Wei

GitHub Repository

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

TorchFlare TorchFlare is a simple, beginner-friendly and an easy-to-use PyTorch Framework train your models without much effort. It provides an almost

85 Dec 26, 2022

Exploring Machine Learning Models for detecting anomalous behavior in credit-card transactions. It's crucial that credit-card companies are able to recognize fraudulent activity so that customers are not charged for items they didn't purchase.

Credit Card Fraud Detection Came across this mocked-up dataset of customer transactions at [Capital One Recruitment Challenge](https://github.com/Capi

1 Nov 17, 2022

[AAAI 2022] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation

A paper Introduction This is an official release of the paper Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation wit

14 Dec 08, 2022

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data

GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data By Shuchang Zhou, Taihong Xiao, Yi Yang, Dieqiao Feng, Qinyao He, W

141 Apr 16, 2021

Official Code Release for Container : Context Aggregation Network

Container: Context Aggregation Network Official Code Release for Container : Context Aggregation Network Comparion between CNN, MLP-Mixer and Transfor

42 Nov 17, 2021

SASM - simple crossplatform IDE for NASM, MASM, GAS and FASM assembly languages

SASM (SimpleASM) - простая кроссплатформенная среда разработки для языков ассемблера NASM, MASM, GAS, FASM с подсветкой синтаксиса и отладчиком. В SA

5.6k Jan 06, 2023

A Strong Baseline for Image Semantic Segmentation

A Strong Baseline for Image Semantic Segmentation Introduction This project is an open source semantic segmentation toolbox based on PyTorch. It is ba

49 Sep 20, 2022

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance Project Page | Paper | Data This repository contains an implementatio

521 Dec 30, 2022

Framework for evaluating ANNS algorithms on billion scale datasets.

Billion-Scale ANN http://big-ann-benchmarks.com/ Install The only prerequisite is Python (tested with 3.6) and Docker. Works with newer versions of Py

132 Dec 24, 2022

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference This repository contains PyTorch evaluation code, training code and pretrained

504 Jan 02, 2023

Towards Debiasing NLU Models from Unknown Biases

Towards Debiasing NLU Models from Unknown Biases Abstract: NLU models often exploit biased features to achieve high dataset-specific performance witho

22 Jun 14, 2022

Official implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

CrossViT This repository is the official implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification. ArXiv If

168 Dec 29, 2022

Multi-Modal Machine Learning toolkit based on PaddlePaddle.

简体中文 | English PaddleMM 简介飞桨多模态学习工具包 PaddleMM 旨在于提供模态联合学习和跨模态学习算法模型库，为处理图片文本等多模态数据提供高效的解决方案，助力多模态学习应用落地。近期更新 2022.1.5 发布 PaddleMM 初始版本 v1.0 特性丰富的任务

520 Dec 28, 2022

Team Enigma at ArgMining 2021 Shared Task: Leveraging Pretrained Language Models for Key Point Matching

Team Enigma at ArgMining 2021 Shared Task: Leveraging Pretrained Language Models for Key Point Matching This is our attempt of the shared task on Quan

12 Jul 08, 2022

The official implementation of You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient.

You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient (paper) @misc{zhang2021compress,

46 Dec 07, 2022