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。 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,...
regnety_064,94.230,5.770,98.750,1.250,30.58,224,0.875,bicubic regnetx_160,94.220,5.780,98.800,1.200,54.28,224,0.875,bicubic dpn92,94.210,5.790,98.730,1.270,37.67,224,0.875,bicubic skresnext50_32x4d,94.200,5.800,98.460,1.540,27.48,224,0.875,bicubic mixnet_xl,94.190,5.810,98.350,1.650,11.90...
regnetx_120_Opset18_timm regnetx_160_Opset16_timm regnetx_160_Opset17_timm regnetx_160_Opset18_timm regnetx_320_Opset16_timm regnetx_320_Opset17_timm regnetx_320_Opset18_timm regnety_002_Opset16_timm regnety_002_Opset17_timm regnety_004_Opset16_timm regnety_004_Opset17_timm regnety...
regnetx_120_Opset18_timm regnetx_160_Opset16_timm regnetx_160_Opset17_timm regnetx_160_Opset18_timm regnetx_320_Opset16_timm regnetx_320_Opset17_timm regnetx_320_Opset18_timm regnety_002_Opset16_timm regnety_002_Opset17_timm regnety_004_Opset16_timm regnety_004_Opset17_timm regnety...
regnetx_120_Opset18_timm regnetx_160_Opset16_timm regnetx_160_Opset17_timm regnetx_160_Opset18_timm regnetx_320_Opset16_timm regnetx_320_Opset17_timm regnetx_320_Opset18_timm regnety_002_Opset16_timm regnety_002_Opset17_timm regnety_004_Opset16_timm regnety_004_Opset17_...
regnetx_120_Opset16_timm regnetx_120_Opset17_timm regnetx_120_Opset18_timm regnetx_160_Opset16_timm regnetx_160_Opset17_timm regnetx_160_Opset18_timm regnetx_320_Opset16_timm regnetx_320_Opset17_timm regnetx_320_Opset18_timm regnety_002_Opset16_timm regnety_002_Opset17_timm regnety...
regnetx_120_Opset18_timm regnetx_160_Opset16_timm regnetx_160_Opset17_timm regnetx_160_Opset18_timm regnetx_320_Opset16_timm regnetx_320_Opset17_timm regnetx_320_Opset18_timm regnety_002_Opset16_timm regnety_002_Opset17_timm regnety_004_Opset16_timm regnety_004_Opset17_timm regnety...
regnety_160.sw_in12k_ft_in1k - 85.6 @ 224, 86.0 @ 288 (compare to SWAG PT + 1k FT this is same BUT much lower res, blows SEER FT away) Model name deprecation + remapping functionality added (a milestone for bringing 0.8.x out of pre-release). Mappings being added... Minor bug...
regnetx_080_Opset18_timm regnetx_120_Opset16_timm regnetx_120_Opset17_timm regnetx_120_Opset18_timm regnetx_160_Opset16_timm regnetx_160_Opset17_timm regnetx_160_Opset18_timm regnetx_320_Opset16_timm regnetx_320_Opset17_timm regnetx_320_Opset18_timm regnety_002_Opset16_timm regnety...
regnety_160.sw_in12k_ft_in1k - 85.6 @ 224, 86.0 @ 288 (compare to SWAG PT + 1k FT this is same BUT much lower res, blows SEER FT away) Model name deprecation + remapping functionality added (a milestone for bringing 0.8.x out of pre-release). Mappings being added... Minor bug...