README.md

metadata

pipeline_tag: image-classification
base_model:
  - timm/convformer_m36.sail_in22k_ft_in1k
  - timm/convmixer_1024_20_ks9_p14.in1k
  - timm/convnext_nano.r384_in12k_ft_in1k
  - timm/convnext_pico.d1_in1k
  - timm/convnextv2_atto.fcmae_ft_in1k
  - timm/ecaresnet50t.a1_in1k
  - timm/efficientnet_b5.sw_in12k
  - timm/efficientvit_b1.r256_in1k
  - timm/efficientvit_b2.r256_in1k
  - timm/ghostnetv2_100.in1k
  - timm/hgnetv2_b4.ssld_stage2_ft_in1k
  - timm/mobilenetv2_100.ra_in1k
  - timm/mobilevitv2_050.cvnets_in1k
  - timm/nextvit_base.bd_in1k
  - timm/regnetx_080.tv2_in1k
  - timm/repvgg_b1.rvgg_in1k
  - timm/resnetaa50.a1h_in1k
  - timm/swin_base_patch4_window7_224.ms_in1k
  - timm/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k
  - timm/vit_base_r50_s16_384.orig_in21k_ft_in1k
  - timm/vit_little_patch16_reg4_gap_256.sbb_in1k
  - timm/xcit_small_24_p16_224.fb_in1k
language:
  - en
tags:
  - timm
  - image
  - dghs-realutils
library_name: dghs-imgutils

ONNX export version from TIMM.

Models

22 models exported from TIMM in total.

ByobNet

2 models with model class ByobNet.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
repvgg_b1.rvgg_in1k	57.3M	13.1G	224	True	2048	1000	imagenet-1k	ByobNet	repvgg_b1	2023-03-22
mobilevitv2_050.cvnets_in1k	1.4M	464.6M	256	True	256	1000	imagenet-1k	ByobNet	mobilevitv2_050	2023-04-24

ConvMixer

1 model with model class ConvMixer.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
convmixer_1024_20_ks9_p14.in1k	24.4M	6.0G	224	True	1024	1000	imagenet-1k	ConvMixer	convmixer_1024_20_ks9_p14	2023-04-24

ConvNeXt

3 models with model class ConvNeXt.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
convnext_nano.r384_in12k_ft_in1k	15.6M	7.2G	384	True	640	1000	imagenet-1k	ConvNeXt	convnext_nano	2024-12-31
convnext_pico.d1_in1k	9.0M	1.4G	224	True	512	1000	imagenet-1k	ConvNeXt	convnext_pico	2022-12-13
convnextv2_atto.fcmae_ft_in1k	3.7M	547.3M	224	True	320	1000	imagenet-1k	ConvNeXt	convnextv2_atto	2023-01-05

EfficientNet

2 models with model class EfficientNet.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
efficientnet_b5.sw_in12k	52.4M	8.1G	416	True	2048	11821	imagenet-12k	EfficientNet	efficientnet_b5	2022-12-12
mobilenetv2_100.ra_in1k	3.5M	300.8M	224	True	1280	1000	imagenet-1k	EfficientNet	mobilenetv2_100	2022-12-13

EfficientVit

2 models with model class EfficientVit.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
efficientvit_b2.r256_in1k	24.3M	2.1G	256	True	2560	1000	imagenet-1k	EfficientVit	efficientvit_b2	2023-08-18
efficientvit_b1.r256_in1k	9.1M	689.0M	256	True	1600	1000	imagenet-1k	EfficientVit	efficientvit_b1	2023-08-18

GhostNet

1 model with model class GhostNet.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
ghostnetv2_100.in1k	4.9M	183.8M	224	True	1280	1000	imagenet-1k	GhostNet	ghostnetv2_100	2023-08-20

HighPerfGpuNet

1 model with model class HighPerfGpuNet.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
hgnetv2_b4.ssld_stage2_ft_in1k	19.8M	2.8G	224	True	2048	1000	imagenet-1k	HighPerfGpuNet	hgnetv2_b4	2024-02-12

MetaFormer

1 model with model class MetaFormer.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
convformer_m36.sail_in22k_ft_in1k	57.0M	12.8G	224	True	576	1000	imagenet-1k	MetaFormer	convformer_m36	2023-05-05

NextViT

1 model with model class NextViT.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
nextvit_base.bd_in1k	44.8M	8.3G	224	True	1024	1000	imagenet-1k	NextViT	nextvit_base	2024-02-11

RegNet

1 model with model class RegNet.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
regnetx_080.tv2_in1k	39.5M	8.0G	224	True	1920	1000	imagenet-1k	RegNet	regnetx_080	2023-03-21

ResNet

2 models with model class ResNet.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
resnetaa50.a1h_in1k	25.6M	5.2G	224	True	2048	1000	imagenet-1k	ResNet	resnetaa50	2023-04-05
ecaresnet50t.a1_in1k	25.6M	4.3G	224	True	2048	1000	imagenet-1k	ResNet	ecaresnet50t	2023-04-05

SwinTransformer

1 model with model class SwinTransformer.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
swin_base_patch4_window7_224.ms_in1k	87.7M	15.2G	224	True	1024	1000	imagenet-1k	SwinTransformer	swin_base_patch4_window7_224	2023-03-18

VisionTransformer

3 models with model class VisionTransformer.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
vit_base_r50_s16_384.orig_in21k_ft_in1k	86.6M	49.5G	384	True	768	1000	imagenet-1k	VisionTransformer	vit_base_r50_s16_384	2022-12-23
vit_base_patch16_clip_384.laion2b_ft_in12k_in1k	86.4M	49.4G	384	True	768	1000	imagenet-1k	VisionTransformer	vit_base_patch16_clip_384	2022-11-11
vit_little_patch16_reg4_gap_256.sbb_in1k	22.4M	5.7G	256	True	320	1000	imagenet-1k	VisionTransformer	vit_little_patch16_reg4_gap_256	2024-05-10

Xcit

1 model with model class Xcit.

Name	Params	Flops	Input Size	Can Classify	Features	Classes	Dataset	Model	Architecture	Created At
xcit_small_24_p16_224.fb_in1k	47.6M	8.9G	224	True	384	1000	imagenet-1k	Xcit	xcit_small_24_p16_224	2023-04-13