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
- FDDWNET: A LIGHTWEIGHT CONVOLUTIONAL NEURAL NETWORK FOR REAL-TIME SEMANTIC SEGMENTATION(ICASSP2020)☆10May 7, 2020Updated 6 years ago
- ☆24Mar 26, 2025Updated last year
- ESfP: Event-based Shape from Polarization (CVPR 2023)☆18May 9, 2023Updated 3 years ago
- D-FDRI (Differential Fourier Domain Regularized Inversion) - an efficient, fast, single-step reconstruction method for single-pixel imagi…☆10Oct 14, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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
- Automated Segmentation of Prohibited Items in X-ray Baggage Images Using Dense De-overlap Attention Snake, TMM 2022☆13Dec 28, 2022Updated 3 years ago
- Code and data from the AICrowd aircraft localization competition.☆38Jun 3, 2023Updated 2 years ago
- Twisted Convolutional Networks (TCNs)☆10Dec 9, 2025Updated 5 months ago
- an X-ray image dataset for prohibited item segmentation☆10May 24, 2021Updated 5 years ago
- 学习CUDA编程基础☆15Jun 27, 2019Updated 6 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
- LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm☆16Mar 13, 2025Updated last year
- Color Fourier single-pixel imaging☆12May 31, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- infer yolov8 with onnxruntime,tensorrt,openvino,etc.☆11Oct 28, 2025Updated 6 months ago
- 中文原生等级化代码能力测试基准☆15Apr 11, 2024Updated 2 years ago
- Traffic Light recognition using FasterRCNN in Pytorch☆11Jul 23, 2023Updated 2 years ago
- Stereo 3D Object Detction☆11Jul 25, 2024Updated last year
- 基于深度学习方法的地铁短时客流预测__notebook代码实现☆17Apr 19, 2023Updated 3 years ago
- 3D classification and object segmentation on LiDAR data with Deep Learning (CCIA2022)☆12Dec 15, 2023Updated 2 years ago
- ☆14Apr 7, 2026Updated last month
- This repository includes functions by Carlos López and Alberto González that enable the interchange of information between Matlab and Pol…☆10Nov 19, 2016Updated 9 years ago
- Real-time aircraft localization prediction based on crowdsourced air traffic control communication data (ADS-B)☆40May 10, 2021Updated 5 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.
- ☆18May 1, 2023Updated 3 years ago
- VASAD: a Volume and Semantic dataset for Building Reconstruction from Point Clouds☆17Jun 6, 2022Updated 3 years ago
- Deep Learning using Neural Network Toolbox + Finance Portfolio Selection with MorningStar☆10May 5, 2018Updated 8 years ago
- Optimization Of The Beluga Whale Optimization (BWO) Algorithm - Beluga Balinası Optimizasyonu (BWO) Algoritmasının Optimizasyonu☆15Jul 8, 2024Updated last year
- ☆13Dec 18, 2024Updated last year
- ☆11Jun 9, 2025Updated 11 months ago
- ☆21Oct 30, 2024Updated last year
- ROS package that Abstract Data from AS delphi_esr_msgs☆12Jan 21, 2019Updated 7 years ago
- ChatGPT prompt tutorial,集合了各种职业、场景的AI训练咒语,让 ChatGPT 更懂你!☆12May 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 2025华为杯研究生数学建模比赛☆23Sep 20, 2025Updated 8 months ago
- ☆24Oct 30, 2023Updated 2 years ago
- powerline detection from 3D LiDAR point clouds (Toronto 3D dataset) using XGBoost and Hough Transform☆12Sep 14, 2022Updated 3 years ago
- 周立功CAN设备上位机☆15Aug 5, 2020Updated 5 years ago
- Processing package to stack, sort and run a velocity analysis on seismic and Ground Penetrating Radar data☆13Jun 9, 2019Updated 6 years ago
- ☆19Dec 23, 2025Updated 5 months ago
- This is the code of QQLMPA, which is proposed in <A quasi-opposition learning and Q-learning based marine predators algorithm for global …☆11Jun 8, 2022Updated 3 years ago