4fe2da558c
Add MixNet Small and Large PyTorch native weights (no same padding)
5 years ago
15e66863b1
Update README.md
5 years ago
e879cf52fa
Update validation scores for new TF EfficientNet weights.
5 years ago
b35050a144
Update README.md
5 years ago
77e2e0c4e3
Add new auto-augmentation Tensorflow EfficientNet weights, incl B6 and B7 models. Validation scores still pending but looking good.
5 years ago
857f33015a
Add native PyTorch weights for MixNet-Medium with no SAME padding necessary. Remove unused block of code.
5 years ago
e7c8a37334
Make min-lr and cooldown-epochs cmdline args, change dash in color_jitter arg for consistency
5 years ago
d4debe6597
Update version, results csv files, and move remaining dropbox weights to github
5 years ago
dfa9298b4e
Add MixNet ( https://arxiv.org/abs/1907.09595 ) with pretrained weights converted from Tensorflow impl
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* refactor 'same' convolution and add helper to use MixedConv2d when needed
* improve performance of 'same' padding for cases that can be handled statically
* add support for extra exp, pw, and dw kernel specs with grouping support to decoder/string defs for MixNet
* shuffle some args for a bit more consistency, a little less clutter overall in gen_efficientnet.py
5 years ago
7a92caa560
Add basic image folder style dataset to read directly out of tar files, example in validate.py
5 years ago
d6ac5bbc48
EfficientNet and related cleanup
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* remove folded_bn support and corresponding untrainable tflite ported weights
* combine bn args into dict
* add inplace support to activations and use where possible for reduced mem on large models
6 years ago
c11973602d
Merge pull request #19 from rwightman/resnet-refactor
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Resnet refactoring
6 years ago
d97510fd4a
Add new results csv and update README with 3 new ResNet weight results
6 years ago
3d9be78fc6
A bit more ResNet cleanup.
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* add inplace=True back
* minor comment improvements
* few clarity changes
6 years ago
33436fafad
Add weights for ResNeXt50d model
6 years ago
e78cd79073
Move ResNet additions for Gluon into main ResNet impl. Add ResNet-26 and ResNet-26d models with weights.
6 years ago
c37cb0f2b7
ImageNet-1k vs ImageNet-v2 comparison
6 years ago
6cdf35e670
Add explicit half/fp16 support to loader and validation script
6 years ago
5684c6af32
Update README.md
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Add blurb about results csv
6 years ago
a6b2f6eca5
Update README, bump version
6 years ago
2a1d09b4c0
Add result csv with summary of all pretrained models
6 years ago
edb425ea48
Add crop_pct arg to validate, extra fields to csv output, 'all' filters pretrained
6 years ago
949b7a81c4
Fix typo in Densenet default resolutions
6 years ago
da52fcf78a
Add NASNet-Large model
6 years ago
f632190fd9
Add .gitattributes
6 years ago
5bc0ed3d7c
Grammar
6 years ago
c89acdfc02
Update EffResNetComparison.ipynb
6 years ago
73642f7462
Adjust notebook path
6 years ago
c30f625215
Update EffResNetComparison
6 years ago
c4916897f8
EfficientNet vs ResNet comparison in Colaboratory
6 years ago
6057496409
Register dpn107
6 years ago
3d1a66b6fc
Version 0.1.6
6 years ago
a6878b5218
Fix DPN config keys that I broke
6 years ago
8a05b8d555
Merge pull request #16 from rwightman/misc-epoch
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Weights, arguments, epoch counting, and more
6 years ago
9b0070edc9
Add two comments back, fix typo
6 years ago
188aeae8f4
Bump version 0.1.4
6 years ago
c3287aafb3
Slight improvement in EfficientNet-B2 native PyTorch weights
6 years ago
b8762cc67d
Model updates. Add my best ResNet50 weights top-1=78.47. Add some other torchvision weights.
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* Remove some models that don't exist as pretrained an likely never will (se)resnext152
* Add some torchvision weights as tv_ for models that I have added better weights for
* Add wide resnet recently added to torchvision along with resnext101-32x8d
* Add functionality to model registry to allow filtering on pretrained weight presence
6 years ago
65a634626f
Switch random erasing to doing normal_() on CPU to avoid instability, remove a debug print
6 years ago
c6b32cbe73
A number of tweaks to arguments, epoch handling, config
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* reorganize train args
* allow resolve_data_config to be used with dict args, not just arparse
* stop incrementing epoch before save, more consistent naming vs csv, etc
* update resume and start epoch handling to match above
* stop auto-incrementing epoch in scheduler
6 years ago
9d653b68a2
Make drop_connect rate scaling match official impl. Fixes #14
6 years ago
13c19e213d
Add native PyTorch EfficientNet B1 and B2 weights. Not quite where I want them, but hitting the brick wall and moving on to other projects...
6 years ago
a0275cfa2f
Fix arg positions in two entrypoint aliases
6 years ago
fe59249701
Bump version to 0.1.2
6 years ago
171c0b88b6
Add model registry and model listing fns, refactor model_factory/create_model fn
6 years ago
8512436436
Add instagram pretrained ResNeXt models from https://pytorch.org/hub/facebookresearch_WSL-Images_resnext/ , update README
6 years ago
1202d053bc
markdown in setup.py
6 years ago
87b92c528e
Some pretrianed URL changes
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* host some of Cadene's weights on github instead of .fr for speed
* add my old port of ensemble adversarial inception resnet v2
* switch to my TF port of normal inception res v2 and change FC layer back to 'classif' for compat with ens_adv
6 years ago
827a3d6010
Add current checkpoints output back to CheckpointSaver (via logger)
6 years ago
63961b36a2
Missed pnasnet entrypoint
6 years ago
Ross Wightman