donggeai / Hands-on-Deep-Learning-with-PyTorchView external linksLinks
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。
☆157Apr 30, 2023Updated 2 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
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.☆65Apr 18, 2025Updated 9 months ago
- 基于Numpy和Boost::Python实现的矩量法☆10Aug 31, 2018Updated 7 years ago
- Automated Segmentation of Prohibited Items in X-ray Baggage Images Using Dense De-overlap Attention Snake, TMM 2022☆12Dec 28, 2022Updated 3 years ago
- Versions of hybrid pso algorithms for engineering optimization☆10Dec 21, 2017Updated 8 years ago
- This repository shows the implementation of the Trained Born Iterative Method (TBIM) applied for electromagnetic imaging.☆12Nov 9, 2022Updated 3 years ago
- Código del libro Deep Learning Teoría y aplicaciones☆10Jul 28, 2021Updated 4 years ago
- ☆13Dec 18, 2024Updated last year
- LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm☆15Mar 13, 2025Updated 11 months ago
- AI camera surveillance with opencv and object detection (YOLOv8, MobileNetv2, ...)☆12Oct 14, 2023Updated 2 years ago
- Model Predictive Control of a quadrotor for trajectory tracking.☆13May 8, 2023Updated 2 years 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 2 years ago
- Optimization Of The Beluga Whale Optimization (BWO) Algorithm - Beluga Balinası Optimizasyonu (BWO) Algoritmasının Optimizasyonu☆13Jul 8, 2024Updated last year
- Simulation code for paper on "Electromagnetic Based Communication Model for Dynamic Metasurface Antennas".☆13Apr 25, 2022Updated 3 years ago
- Improving PointNet through the use of Self-Attention Layers to combine overall with fine-grained features.☆13Sep 22, 2023Updated 2 years ago
- Subsurface Pipes Detection Using DNN-based Back Projection on gprMax Data☆10Jan 19, 2021Updated 5 years ago
- ☆10Jan 26, 2021Updated 5 years ago
- an X-ray image dataset for prohibited item segmentation☆10May 24, 2021Updated 4 years ago
- Directional sparse filtering for blind speech separation☆10Jun 8, 2021Updated 4 years ago
- Hybrid RT DETR: Hybrid encoder-decoder network for end-to-end object detection in UAV imagery☆13May 22, 2024Updated last year
- Research project in computational electromagnetics. Software program simulates approximate physical optics currents on conductor meshes a…☆12Jul 26, 2016Updated 9 years ago
- ☆14Jan 24, 2021Updated 5 years ago
- [ICLR 2022] Official implementation of "Unrolling PALM for Sparse Semi-Blind Source Separation"☆11Apr 9, 2022Updated 3 years ago
- 使用onnxruntime部署C2PNet 图像去雾，包含C++和Python两个版本的程序☆11Apr 11, 2024Updated last year
- 3D LiDAR Object Detection using YOLOv8-obb (oriented bounding box).☆15Sep 6, 2024Updated last year
- 江西理工大学硕士学位论文LaTex模版☆10Feb 13, 2022Updated 4 years ago
- A TensorFlow implementation of VGG networks for image classification☆12Jan 10, 2019Updated 7 years ago
- 使用OpenCV部署图像描述Image_Captioning，包含C++和Python两个版本的程序☆12Dec 22, 2023Updated 2 years ago
- Phase-Based Video Motion Magnification for identification of vibration modes from video measurements.☆12Jun 6, 2021Updated 4 years ago
- ESfP: Event-based Shape from Polarization (CVPR 2023)☆18May 9, 2023Updated 2 years ago
- [MM2024] LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable Attention☆12Dec 24, 2024Updated last year
- The only known (by 2022) open-source, easy-to-understand basic algorithm implementations in TD-CEM. (Please star and fork this project if…☆15Mar 1, 2022Updated 3 years ago
- 2025华为杯研究生数学建模比赛☆22Sep 20, 2025Updated 4 months ago
- Using U-Net model to solve Inverse Scattering Problems☆11Aug 8, 2021Updated 4 years ago
- WICA: nonlinear weighted ICA☆12Oct 3, 2023Updated 2 years ago
- ☆11May 21, 2025Updated 8 months ago
- cvpr2019／cvpr2018/cvpr2019 papers，极市团队整理☆12Aug 27, 2019Updated 6 years ago
- 2024年中国大学生统计建模大赛-大数据与人工智能时代的统计研究-国家级二等奖☆14Nov 14, 2024Updated last year
- This model was created using gprMax. It is a 3D, near-surface example of a fictional but realistic landmine detection environment.☆18Sep 18, 2017Updated 8 years ago
- Official repository for "Blind Source Separation of Single-Channel Mixtures via Multi-Encoder Autoencoders".☆18Dec 13, 2025Updated 2 months ago