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。
☆173Apr 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.☆68Apr 18, 2025Updated last year
- ☆15Jan 10, 2023Updated 3 years ago
- 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
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆13Sep 8, 2026Updated last month
- "Tail-Aware Sperm Analysis for Transparent Tracking of Spermatozoa" Official Implementation☆10Jan 21, 2026Updated 8 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.
- ☆24Mar 26, 2025Updated last year
- ☆14Jul 16, 2024Updated 2 years ago
- ☆11Jun 9, 2025Updated last year
- Lab exercises for an introductory class in Geographic Information Systems☆18Feb 20, 2020Updated 6 years ago
- Versions of hybrid pso algorithms for engineering optimization☆10Dec 21, 2017Updated 8 years ago
- My Master's project on single-pixel image reconstruction based on block compressive sensing with deep learning☆10Aug 8, 2021Updated 5 years ago
- ECCV'2024 "GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition"☆20Aug 31, 2024Updated 2 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
- LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm☆17Mar 13, 2025Updated last year
- 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.
- Código del libro Deep Learning Teoría y aplicaciones☆11Jul 28, 2021Updated 5 years ago
- an X-ray image dataset for prohibited item segmentation☆10May 24, 2021Updated 5 years ago
- This repository hosts a collection of experiments aimed at testing the effectiveness of transcoding Synthetic Aperture Radar (SAR) image…☆21Dec 24, 2023Updated 2 years ago
- Twisted Convolutional Networks (TCNs)☆11Dec 9, 2025Updated 10 months ago
- infer yolov8 with onnxruntime,tensorrt,openvino,etc.☆11Oct 28, 2025Updated 11 months ago
- AI camera surveillance with opencv and object detection (YOLOv8, MobileNetv2, ...)☆13Oct 14, 2023Updated 3 years ago
- FEMU-DIC includes both a standalone DIC software and the corresponding FEMU part.☆24Feb 11, 2026Updated 8 months ago
- 3D classification and object segmentation on LiDAR data with Deep Learning (CCIA2022)☆12Dec 15, 2023Updated 2 years ago
- Traffic Light recognition using FasterRCNN in Pytorch☆11Jul 23, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Sparse graph attention☆17Sep 20, 2018Updated 8 years ago
- A set of MATLAB scripts to perform pulse compression and produce radargrams from SHARAD EDR data☆13Feb 6, 2024Updated 2 years ago
- 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
- Optimization Of The Beluga Whale Optimization (BWO) Algorithm - Beluga Balinası Optimizasyonu (BWO) Algoritmasının Optimizasyonu☆15Jul 8, 2024Updated 2 years ago
- Object detection task. Detect various objects (including dangerous ones like guns, knives etc ) present in bags from X-ray images of bags…☆12May 3, 2020Updated 6 years ago
- 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
- Official repository of 3DSRnet (ICIP 2019)☆11Jun 29, 2022Updated 4 years ago
- ☆23Sep 25, 2024Updated 2 years ago
- This repository shows the implementation of the Trained Born Iterative Method (TBIM) applied for electromagnetic imaging.☆13Nov 9, 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.
- This repo contains the source code related to the ICLR submission named: Retrieving Signals in the Frequency Domain with Deep Complex Ext…☆12Sep 24, 2019Updated 7 years ago
- Reconstruction of surfaces using polarization filter and matlab☆17Apr 6, 2019Updated 7 years ago
- yolov8n 167fps on rk3588 with python(running without draw and show imgs)☆16May 6, 2024Updated 2 years ago
- 用CGAN训练时频域特征生成特征样本，数据集非图片数据集，用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 4 years ago
- A Quick-look processor for ISAR imaging of sea vessels☆12Jun 17, 2025Updated last year
- (Neurocomputing) A Deep Learning and Image Enhancement Based Pipeline for Infrared and Visible Image Fusion☆18Mar 14, 2024Updated 2 years ago
- The code for the paper "AnomalyLLM: Few-shot Anomaly Edge Detection for Dynamic Graphs using Large Language Models"☆24Aug 28, 2024Updated 2 years ago