PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more - Hooodo/pytorch-image-models
model = torch.hub.load('facebookresearch/semi-supervised-ImageNet1K-models', 'resnet50_swsl') Please refer totorch.hubto see a full example of using the model to classify an image. Citation If you use the models released in this repository, please cite the following publication. ...
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
Better than calling model.load_weights directly, if reloading model with different input_shape and with weights shape not matching. import os from keras_cv_attention_models import coatnet pretrained = os.path.expanduser('~/.keras/models/coatnet0_224_imagenet.h5') mm = coatnet.CoAtNet1(input_...
虽然小型CLIP模型如ResNet-50和ResNet-101比在ImageNet-1K(BiT-S和原始模型)上训练的其他ResNets表现更好,但它们在ImageNet-21K上训练的ResNets(BiT-M)表现不佳。这些小型CLIP模型在具有类似计算需求的EfficientNet系列模型上也表现不佳。然而,使用CLIP训练的模型可以很好地扩展,训练的最大模型(ResNet-50x64)在...
视觉神经网络模型优秀开源工作:PyTorch Image Models(timm)库 PyTorchImageModels,简称timm,是一个巨大的PyTorch代码集合,包括了一系列: image models layers utilities optimizers schedulers data-loaders / augmentations training / validation scripts 旨在将各种SOTA模型整合在一起,并具有复现ImageNet训练结果的能力。
To address the problem, we pro- pose Conditional Context Optimization (CoCoOp), which extends CoOp by further learning a lightweight neural net- work to generate for each image an input-conditional token (vector). Compared to CoOp's static prompts, our dynamic prompts adapt to e...
Data Explorer Version 1 (34.59 kB) arrow_drop_down folder semi-supervised-ImageNet1K-models-master article CODE_OF_CONDUCT.md article CONTRIBUTING.md insert_drive_file LICENSE article README.md code hubconf.py Summary arrow_right folder 5 files lightbulb See what others are saying about this da...
'gluon_resnet18_v1b', 'gluon_resnet34_v1b', 'gluon_resnet50_v1b', 'gluon_resnet50_v1c', 'gluon_resnet50_v1d', 'gluon_resnet50_v1s', 'gluon_resnet101_v1b', 'gluon_resnet101_v1c', 'gluon_resnet101_v1d', 'gluon_resnet101_v1s', 'gluon_resnet152_v1b', 'gluon_...
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more - Xyl-6/timm