GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
本项目基于 ResNet-50 深度神经网络模型进行图像分类,使用 PyTorch 框架。项目支持图像预处理、数据增强、迁移学习、模型训练与验证、模型保存、推理等功能,适用于图像分类任务。以番茄图像为例,进行多类别的图像分类任务,可以识别不同类型的番茄病害。 项目特点: 使用预训练的 ResNet-50 模型,进行迁移学习。 数据增强...
GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
项目地址:https://github.com/Fafa-DL/Awesome-Backbones 操作教程:https://www.bilibili.com/video/BV1SY411P7Nd 如果你以为该仓库仅支持训练一个模型那就大错特错了,我在项目地址放了目前支持的35种模型(LeNet5、AlexNet、VGG、DenseNet、ResNet、Wide-ResNet、ResNeXt、SEResNet、SEResNeXt、RegNet、MobileNet...
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
可以参考 https://github.com/hetao29/reverse-image-search 进行Docker部署安装源码https://github.com/AndsGo/reverse_image_search配置找到config.py替换对应的 MILVUS 配置import os ### Milvus Configuration ### MILVUS_HOST = os.getenv("MILVUS_HOST", "127.0.0.1") MILVUS_PORT = int(os.getenv("MILVU...
resnet50复现 pytorch github pytorch搭建resnet 看的多个Kaggle上 图片分类比赛 的代码,发现基本都会选择resnet网络作为前置网络进行训练,那么如何实现这个呢? 本文主要分为两个部分 第一个部分讲解如何使用PyTorch来实现前置网络的设置,以及参数的下载和导入
see it in [3]. [1]https://github.com/jacobgil/pytorch-grad-cam [2]https://github.com/kamata1729/visualize-pytorch [3]https://github.com/Caoliangjie/Visualization-block-in-CNN Languages Python100.0%
ResNet-decoder in PyTorch ResNet decoder using transposed ResNet (ResNet-50, ResNet-101) Prerequisites InstallPytorch Install torchsummary:pip install torchsummary Usage Adjust Network structure intest.py ResNet-50 encoder: import res_encoder as enc netF = enc.ResNet(enc.Bottleneck, [3, 4, ...
TH_WEIGHTS_PATH_NO_TOP='https://github.com/fchollet/deep-learning-models/releases/download/v0.2/resnet50_weights_th_dim_ordering_th_kernels_notop.h5' TF_WEIGHTS_PATH_NO_TOP='https://github.com/fchollet/deep-learning-models/releases/download/v0.2/resnet50_weights_tf_dim_ordering_tf_kernels...