Skip to content

RandAugment and more #52

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 5 commits into from
Nov 22, 2019
Merged

RandAugment and more #52

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
5 commits
Select commit Hold shift + click to select a range
4243f07
Adding RandAugment to AutoAugment impl, some tweaks to AA included
rwightman Nov 22, 2019
31453b0
Update Auto/RandAugment comments, README, more.
rwightman Nov 22, 2019
7b83e67
Pass drop connect arg through to EfficientNet models
rwightman Nov 22, 2019
1f39d15
Allow float decay epochs arg for training, works out with step lr math
rwightman Nov 22, 2019
576d360
Bring in JIT version of optimized swish activation from gen_efficient…
rwightman Nov 22, 2019
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -69,6 +69,7 @@ Several (less common) features that I often utilize in my projects are included.
* Training schedules and techniques that provide competitive results (Cosine LR, Random Erasing, Label Smoothing, etc)
* Mixup (as in https://arxiv.org/abs/1710.09412) - currently implementing/testing
* An inference script that dumps output to CSV is provided as an example
* AutoAugment (https://arxiv.org/abs/1805.09501) and RandAugment (https://arxiv.org/abs/1909.13719) ImageNet configurations modeled after impl for EfficientNet training (https://github.com/tensorflow/tpu/blob/master/models/official/efficientnet/autoaugment.py)

## Results

Expand Down
2 changes: 2 additions & 0 deletions timm/data/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -4,3 +4,5 @@
from .transforms import *
from .loader import create_loader, create_transform
from .mixup import mixup_target, FastCollateMixup
from .auto_augment import RandAugment, AutoAugment, rand_augment_ops, auto_augment_policy,\
rand_augment_transform, auto_augment_transform
Loading