该项目基于 ResNet-50 模型进行图像分类,使用 PyTorch 实现,支持图像预处理、数据增强、训练与验证过程,并提供提前停止机制以避免过拟合。用户可以使用该代码进行任意图像分类任务的训练和推理。
☆33Jun 10, 2025Updated last year
Alternatives and similar repositories for resnet-50
Users that are interested in resnet-50 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 使用ResNet网络进行十种食物图像分类,基于迁移学习方法训练☆25Jan 9, 2023Updated 3 years ago
- 细粒度图像分类之十二猫分类,对比ResNet和ViT两者模型性能。☆46Mar 30, 2022Updated 4 years ago
- PyTorch框架构建花朵图像分类模型(Resnet网络,迁移学习)☆19Aug 4, 2022Updated 3 years ago
- Lung cancer screening radiomics☆12May 20, 2026Updated 3 weeks ago
- Posture recognition for birds based on YOLOv8 keypoints regression. YOLOv8鸟类关键点姿态识别☆37Dec 23, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is a classification of lung nodules using pytorch, it is the final project of SJTU-EE228.☆11Jun 20, 2020Updated 5 years ago
- Codes of "SPANet: Spatial Pyramid Attention Network for Enhanced Image Recognition"☆25Mar 31, 2020Updated 6 years ago
- 基于 ResNet 的果蔬图像分类☆35Apr 20, 2023Updated 3 years ago
- 利用yolov5、crnn+ctc进行车牌识别☆32Aug 27, 2023Updated 2 years ago
- 基于卷积神经网络U-Net实现生物医学影像分割,使用pytorch框架实现☆27Sep 18, 2021Updated 4 years ago
- Dataset accompanying the paper titled "Pothole detection and dimension estimation system using deep learning (YOLO) and image processing"☆14Apr 10, 2023Updated 3 years ago
- 这是一个resnet-50的pytorch实现的库,在MNIST数据集上进行训练和测试。☆49Mar 6, 2025Updated last year
- 2020中国华录杯·数据湖算法大赛—定向算法赛(吸烟打电话检测)决赛第二名开源☆42Apr 13, 2021Updated 5 years ago
- Using Pytorch to implement a ResNet50 for Cross-Age Face Recognition☆178Jan 6, 2026Updated 5 months 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.
- 使用迁移学习将resnet50用于垃圾分类,基于【华为云人工智能大赛·垃圾分类挑战杯】☆129Sep 13, 2019Updated 6 years ago
- padavan-4.4☆45Sep 17, 2025Updated 9 months ago
- 适合小白入门的图像分类项目,从熟悉到熟练图 像分类的流程,搭建自己的分类网络结构以及在pytorch中运用经典的分类网络。☆72Dec 4, 2019Updated 6 years ago
- (雷同的那个是营销号)YOLOv8检测模块组合优化改进(成功涨点):添加GAM注意力机制;添加小目标检测头;替换为Wise_IoU损失函数+完整web端展示(实现简单目标跟踪功能)☆71Jun 18, 2024Updated 2 years ago
- 用于pytorch的图像分类,包含多种模型方法,比如AlexNet,VGG,GoogleNet,ResNet,DenseNet等等,包含可完整运行的代码。除此之外,也有colab的在线运行代码,可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。☆252Dec 7, 2023Updated 2 years ago
- NATflow hack kernel module☆60Updated this week
- 基于Pytorch的图像分类框架☆100Feb 12, 2026Updated 4 months ago
- 通用的图像分类项目,并以涉黄、涉政、涉恐和普通图片4分类为例。☆152Mar 13, 2020Updated 6 years ago
- Pytorch实现:使用ResNet18网络训练Cifar10数据集,测试集准确率达到95.46%(从0开始,不使用预训练模型)☆324Mar 3, 2026Updated 3 months 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.
- 大型网络游戏服务器加强插件,增添各种~~炫酷魔法~~。☆202Jan 21, 2024Updated 2 years ago
- 使用C和C++连接MySQL数据库并进行常用的数据库操作。实现了简单的学生(或职工)信息管理系统,源于大学时的数据库课程设计☆177Jun 19, 2021Updated 5 years ago
- Self Introduction about TommyZihao☆386Aug 31, 2022Updated 3 years ago
- Java商城管理 系统,基于java+springboot+vue开发的电子商城网站 - 毕业设计 - 课程设计 - 视频讲解☆412Oct 5, 2025Updated 8 months ago
- padavan-4.4 fork for K2P☆222Apr 26, 2024Updated 2 years ago
- 基于keras集成多种图像分类模型: VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、Dense…☆474Nov 21, 2022Updated 3 years ago
- 2019 Huawei Cloud garbage Classification Competition online score 2th place☆319Jun 21, 2022Updated 3 years ago
- [ECCV 2024] ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback.☆547Jan 12, 2025Updated last year
- Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project☆1,945Jan 17, 2025Updated last year
- 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.
- 数据库设计课程设计——高校选课管理系统☆399Apr 30, 2020Updated 6 years ago
- [NeurIPS 2023] Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models☆670Jul 17, 2024Updated last year
- ☆429Nov 8, 2017Updated 8 years ago
- A database for OIers☆598Aug 25, 2023Updated 2 years ago
- 车牌识别☆462Dec 31, 2019Updated 6 years ago
- 基于深度学习的驾驶员分心驾驶行为(疲劳+危险行为)预警系统使用YOLOv5+Deepsort实现驾驶员的危险驾驶行为的预警监测☆668Jul 5, 2021Updated 4 years ago
- 一个基于yolov5-5.0的中文注释版本!☆674Jun 17, 2022Updated 4 years ago