| 损失函数 | (交叉熵/focal_loss等) |3| | 模型部署 | (flask/grpc/BentoML等) | [4] (https://github.com/MachineLP/PyTorch_image_classifier/tree/master/serving)| | onnx/trt | () |5| 支持的全部模型: RESNEST_LIST = [“resnest50”, “resnest101”, “resnest200”, “resnest269”] ...
imagepath = os.path.join(os.getcwd(), imagefile) # Donwload image if it doesn't exist if not os.path.exists(imagepath): data = requests.get( "https://github.com/OlafenwaMoses/ImageAI/raw/master/images/3.jpg", stream=True) with open(imagepath, "wb") as file: shutil.copyfileobj(...
https://www.analyticsvidhya.com/blog/2019/10/building-image-classification-models-cnn-pytorch 所有人的深度学习:使用PyTorch掌握强大的迁移学习艺术 https://www.analyticsvidhya.com/blog/2019/10/how-to-master-transfer-learning-using-pytorch 使用PyTorch进行深度学习的图像增强–图像特征工程 https://www.analy...
原文链接:https://medium.com/jovian-io/image-classification-using-logistic-regression-in-pytorch-ebb96cc9eb79
https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/vision_transformer.py 对应的论文是ViT,是除了官方开源的代码之外的又一个优秀的PyTorch implement。 An Image Is Worth 16 x 16 Words: Transformers for Image Recognition at Scale ...
https://github.com/rwightman/pytorch-image-models/blob/master/timm/models/vision_transformer.py 对应的论文是ViT,是除了官方开源的代码之外的又一个优秀的PyTorch implement。 An Image Is Worth 16 x 16 Words: Transformers for Image Recognition at Scale ...
https://www.analyticsvidhya.com/blog/2019/10/building-image-classification-models-cnn-pytorch 所有人的深度学习:使用PyTorch掌握强大的迁移学习艺术 https://www.analyticsvidhya.com/blog/2019/10/how-to-master-transfer-learning-using-pytorch 使用PyTorch进行深度学习的图像增强–图像特征工程 ...
pytorch-image-classification 1、项目介绍: 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。利用gui图形化界面进行测试单张图片。代码注释清楚,很容易理解。详细介绍可以访问我的博客 2、环境: ...
OneFlow 有个 ResNet50 的开源项目( https://github.com/Oneflow-Inc/models/tree/main/Vision/classification/image/resnet50 ),了解到单卡的执行效率已经做得很高,照猫画虎,这些优化技巧都可以用在 ResNet101 上。OneFlow ResNet50 下做模型加速使用的是静态图 nn.Graph,类似 PyTorch 的 TorchScript。但...
This branch is 37 commits behind hysts/pytorch_image_classification:master.Folders and files Latest commit hysts Fix 1d76092· Jan 27, 2019 History148 Commits augmentations configs figures functions models tools .gitignore LICENSE README.md argparser.py dataloader.py optim.py pred...