pytorch-image-models

__init__.py

Add anti-aliasing support to mobilenetv3 and efficientnet family models. Update MobileNetV4 model defs, resolutions. Fix #599

2024-05-27 22:06:22 -07:00

activations_me.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

activations.py

Add quickgelu vit clip variants, simplify get_norm_layer and allow string args in vit norm/act. Add metaclip CLIP weights

2023-11-03 11:01:41 -07:00

adaptive_avgmax_pool.py

Stricter check on pool_type for adaptive pooling module. Fix #2159

2024-05-03 16:16:51 -07:00

attention2d.py

More MobileNet-v4 fixes

2024-05-24 15:09:29 -07:00

attention_pool2d.py

Add FlexiViT models and weights, refactoring, push more weights

2022-12-22 17:23:09 -08:00

attention_pool.py

Add SigLIP weights

2023-10-16 23:26:08 -07:00

blur_pool.py

Add anti-aliasing support to mobilenetv3 and efficientnet family models. Update MobileNetV4 model defs, resolutions. Fix #599

2024-05-27 22:06:22 -07:00

bottleneck_attn.py

…

cbam.py

…

classifier.py

Move norm & pool into Hiera ClassifierHead. Misc fixes, update features_intermediate() naming

2024-05-11 23:37:35 -07:00

cond_conv2d.py

…

config.py

…

conv2d_same.py

Add onnx utils and export code, tweak padding and conv2d_same for better dynamic export with recent PyTorch

2023-04-11 17:03:57 -07:00

conv_bn_act.py

Add ConvStem and MobileCLIP hybrid model for B variant. Add full norm disable support to ConvNormAct layers

2024-06-06 09:15:27 -07:00

create_act.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

create_attn.py

…

create_conv2d.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

create_norm_act.py

…

create_norm.py

Move norm & pool into Hiera ClassifierHead. Misc fixes, update features_intermediate() naming

2024-05-11 23:37:35 -07:00

drop.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

eca.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

evo_norm.py

…

fast_norm.py

…

filter_response_norm.py

…

format.py

All swin models support spatial output, add output_fmt to v1/v2 and use ClassifierHead.

2023-03-15 23:21:51 -07:00

gather_excite.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

global_context.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

grid.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

grn.py

Add ConvNeXt-V2 support (model additions and weights) (#1614 )

2023-01-05 07:53:32 -08:00

halo_attn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

helpers.py

Fixed Typos

2023-10-21 21:46:31 -07:00

inplace_abn.py

…

interpolate.py

Add more advanced interpolation method from BEiT and support non-square window & image size adaptation for

2023-08-08 16:41:16 -07:00

lambda_layer.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

linear.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

median_pool.py

…

mixed_conv2d.py

…

ml_decoder.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

mlp.py

…

non_local_attn.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

norm_act.py

Add ConvStem and MobileCLIP hybrid model for B variant. Add full norm disable support to ConvNormAct layers

2024-06-06 09:15:27 -07:00

norm.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

padding.py

Add onnx utils and export code, tweak padding and conv2d_same for better dynamic export with recent PyTorch

2023-04-11 17:03:57 -07:00

patch_dropout.py

Credit earlier work with the same idea.

2024-05-16 22:50:34 +02:00

patch_embed.py

More forward_intermediates() / FeatureGetterNet work

2024-04-10 15:11:34 -07:00

pool2d_same.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

pos_embed_rel.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

pos_embed_sincos.py

Fix meshgrid deprecation warnings and backward compat with explicit 'ndgrid' and 'meshgrid' fn w/o indexing arg

2024-01-27 13:48:33 -08:00

pos_embed.py

Move levit style pos bias resize with other rel pos bias utils

2023-09-01 11:05:56 -07:00

selective_kernel.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

separable_conv.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

space_to_depth.py

Remove JIT activations, take jit out of ME activations. Remove other instances of torch.jit.script. Breaks torch.compile and is much less performant. Remove SpaceToDepthModule

2024-05-06 16:32:49 -07:00

split_attn.py

…

split_batchnorm.py

…

squeeze_excite.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

std_conv.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

test_time_pool.py

…

trace_utils.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00

typing.py

…

weight_init.py

Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models

2022-12-06 15:00:06 -08:00