PyTorchImageModels (timm) is a collection of image models, layers, utilities,optimizers, schedulers, data-loaders /augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results. 下面是timm的官方...
Code Issues Pull requests Jittor Image Models is a library for pulling together a wide variety of SOTA deep learning models in the Jittor framework. resnet vit efficientnet hrnet jittor timm Updated Feb 24, 2022 Python NICE-FUTURE / predict-gender-and-age-from-camera Star 46 Code Issues ...
pipinstalltimm 导入库: importtimm 加载预训练模型 net=timm.create_model('resnet50',pretrained=False,num_classes=10) 打印所有可用预训练模型的名字: print(timm.list_models(pretrained=True)) 'adv_inception_v3', 'bat_resnext26ts', 'beit_base_patch16_224', 'beit_base_patch16_224_in22k', 'be...
189 wide_resnet50_2 81.456 68.88 0.0232 43 190 tf_efficientnet_b4 83.022 19.34 0.0232 43 191 repvgg_b1 78.366 57.42 0.0233 42 192 tf_efficientnet_b4_ap 83.248 19.34 0.0235 42 193 regnety_016 77.862 11.2 0.0238 42 194 regnety_064 79.722 30.58 0.0239 41 195 skresnext50_32x4d 80.156 27.48...
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more - pprp/timm
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。 PyTorch Image Models(timm) 是一个优秀的图像分类 Python 库,其包含了大量的图像模型(Image Models)、Optimizers、Schedulers、Augmentations 等等. 除了使用torchvision.models进行预训练以外,还有一个常见的预训练模型库,叫做timm,这个库是由来自加拿大...
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Ex:train.py /data/tfds --dataset tfds/oxford_iiit_pet --val-split test --model resnet50 -b 256 --amp --num-classes 37 --opt adamw --lr 3e-4 --weight-decay .001 --pretrained -j 2 Add improved .tar dataset parser that reads images from .tar, folder of .tar files, or .tar...
添加了经典的 NFNet,RegNet,TResNet,Lambda Networks,GhostNet,ByoaNet 等以及 TResNet, MobileNet-V3, ViT 的 ImageNet-21k 训练的权重,EfficientNet-V2 ImageNet-1k,ImageNet-21k 训练的权重。 Transformer模型: 添加了经典的 TNT,Swin Transformer,PiT,Bottleneck Transformers,Halo Nets,CoaT,CaiT,LeViT, Visform...
tresnet.md vision-transformer.md wide-resnet.md xception.md mkdocs.yml model-index.yml requirements-modelindex.txt 0 modelindex/.templates/code_snippets.md → docs/models/.templates/code_snippets.md Show comments View file Edit file Delete file File renamed without changes. 0 mo...