本仓库提供了使用PyTorch进行深度学习的最佳实践,从深度学习环境搭建与张量基础入手,从0到1构建和训练神经网络,通过优化促进模型的收敛和更好的效果,同时着力于深度架构落地实践,最后通过一线CV(和NLP)企业级应用提升实战能力。项目以Jupyter Notebook为主,兼顾了理论基础和最佳实现,而不只是空洞的代码,适合小白入门;通过若干案例和大项目巩固实战和项目迁移能力;并提供多种优化手段助力论文和比赛提分。
☆169Apr 30, 2023Updated 3 years ago
Alternatives and similar repositories for Hands-on-Deep-Learning-with-PyTorch
Users that are interested in Hands-on-Deep-Learning-with-PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 深度学习实战项目主要围绕各行各业人工智能需要开发的入门级别的项目,由浅入深,涉及到的深度学习框架有tensorflow、keras、pytorch.☆67Apr 18, 2025Updated last year
- ☆15Jan 10, 2023Updated 3 years ago
- Model Predictive Control of a quadrotor for trajectory tracking.☆13May 8, 2023Updated 3 years ago
- FDDWNET: A LIGHTWEIGHT CONVOLUTIONAL NEURAL NETWORK FOR REAL-TIME SEMANTIC SEGMENTATION(ICASSP2020)☆10May 7, 2020Updated 6 years ago
- ☆61Mar 19, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Jupyter Book (v0.6.4) that contains figures for the Phase-unwrapping research paper (written in Julia). First author Nan-kuei Chen and …☆11Feb 24, 2021Updated 5 years ago
- ☆13Jul 16, 2024Updated last year
- ☆21Sep 25, 2024Updated last year
- "Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa" Official Implementation☆10Jan 21, 2026Updated 5 months ago
- Versions of hybrid pso algorithms for engineering optimization☆10Dec 21, 2017Updated 8 years ago
- ☆16Oct 5, 2023Updated 2 years ago
- ECCV'2024 "GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition"☆20Aug 31, 2024Updated last year
- PREEMPT_RT Linux for Real-time Edge Software☆13Apr 22, 2026Updated 2 months ago
- After creating and training the smoking detection model using YOLOv5, the next step is to deploy the model. In this project, Flask API an…☆10Mar 1, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Automated Segmentation of Prohibited Items in X-ray Baggage Images Using Dense De-overlap Attention Snake, TMM 2022☆13Dec 28, 2022Updated 3 years ago
- source code for ICCV2021 paper "MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection"☆11Jul 17, 2022Updated 3 years ago
- ☆15Jul 14, 2025Updated 11 months ago
- Single pixel imaging system with deep learning☆11Feb 8, 2020Updated 6 years ago
- Neural network from scratch in Python using Numpy☆12May 28, 2017Updated 9 years ago
- Use image inpainting technology based on deep learning to develop a structured light improvement system to improve the problem of the dis…☆13Feb 6, 2023Updated 3 years ago
- 斯坦福 CS224W(2023 Winter)的中文笔记、作业与Colab | Chinese notes, homwork and colabs of Stanford CS224W (2023 Winter)☆46Apr 9, 2023Updated 3 years ago
- 基于ChatGPT的问答对自动生成,可复用于其他NLP领域☆20Apr 3, 2023Updated 3 years ago
- 学习CUDA编程基础☆15Jun 27, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm☆16Mar 13, 2025Updated last year
- infer yolov8 with onnxruntime,tensorrt,openvino,etc.☆11Oct 28, 2025Updated 8 months ago
- Stereo 3D Object Detction☆11Jul 25, 2024Updated last year
- 3D classification and object segmentation on LiDAR data with Deep Learning (CCIA2022)☆12Dec 15, 2023Updated 2 years ago
- ☆14Apr 7, 2026Updated 2 months ago
- A set of MATLAB scripts to perform pulse compression and produce radargrams from SHARAD EDR data☆13Feb 6, 2024Updated 2 years ago
- Deep Learning using Neural Network Toolbox + Finance Portfolio Selection with MorningStar☆10May 5, 2018Updated 8 years ago
- ☆18May 1, 2023Updated 3 years ago
- ☆19Feb 19, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Optimization Of The Beluga Whale Optimization (BWO) Algorithm - Beluga Balinası Optimizasyonu (BWO) Algoritmasının Optimizasyonu☆14Jul 8, 2024Updated last year
- 陈克明《动态多智能算法及其在物流配送系统中的应用研究》中的遗传-粒子群算法复现☆12Jan 24, 2023Updated 3 years ago
- ☆13Dec 18, 2024Updated last year
- A target tracking controller implementation for a quadrotor. Two controllers: PID and MPC have been considers.☆14Nov 13, 2021Updated 4 years ago
- This repository shows the implementation of the Trained Born Iterative Method (TBIM) applied for electromagnetic imaging.☆12Nov 9, 2022Updated 3 years ago
- ☆11Jun 9, 2025Updated last year
- Twisted Convolutional Networks (TCNs)☆11Dec 9, 2025Updated 6 months ago