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GitHub / albumentations-team / autoalbument
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/albumentations-team%2Fautoalbument
Stars: 198
Forks: 19
Open Issues: 27
License: mit
Language: Python
Repo Size: 240 KB
Dependencies:
141
Created: over 3 years ago
Updated: 27 days ago
Last pushed: almost 3 years ago
Last synced: 14 days ago
Topics: augmentation, automated-machine-learning, automl, computer-vision, deep-learning, image-augmentation, machine-learning, pytorch
Funding links: https://github.com/sponsors/albumentations-team
Files
Dependencies
- Markdown ==3.3.3
- Pillow ==8.1.0
- PyWavelets ==1.1.1
- PyYAML ==5.3.1
- Shapely ==1.7.1
- Werkzeug ==1.0.1
- absl-py ==0.11.0
- aiohttp ==3.7.3
- albumentations ==0.5.2
- antlr4-python3-runtime ==4.8
- async-timeout ==3.0.1
- attrs ==20.3.0
- cachetools ==4.2.1
- certifi ==2020.12.5
- chardet ==3.0.4
- click ==7.1.2
- colorama ==0.4.4
- cycler ==0.10.0
- decorator ==4.4.2
- efficientnet-pytorch ==0.6.3
- fsspec ==0.8.5
- future ==0.18.2
- google-auth ==1.27.0
- google-auth-oauthlib ==0.4.2
- grpcio ==1.35.0
- hydra-core ==1.0.6
- idna ==2.10
- imageio ==2.9.0
- imgaug ==0.4.0
- importlib-resources ==5.1.0
- kiwisolver ==1.3.1
- matplotlib ==3.3.4
- multidict ==5.1.0
- munch ==2.5.0
- networkx ==2.5
- numpy ==1.20.1
- oauthlib ==3.1.0
- omegaconf ==2.0.6
- opencv-python ==4.5.1.48
- opencv-python-headless ==4.5.1.48
- pretrainedmodels ==0.7.4
- protobuf ==3.14.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pyparsing ==2.4.7
- python-dateutil ==2.8.1
- pytorch-lightning ==1.1.8
- requests ==2.25.1
- requests-oauthlib ==1.3.0
- rsa ==4.7.1
- ruamel.yaml ==0.16.12
- ruamel.yaml.clib ==0.2.2
- scikit-image ==0.18.1
- scipy ==1.6.1
- segmentation-models-pytorch ==0.1.3
- six ==1.15.0
- tensorboard ==2.4.1
- tensorboard-plugin-wit ==1.8.0
- tifffile ==2021.2.1
- timm ==0.3.2
- tqdm ==4.57.0
- typing-extensions ==3.7.4.3
- urllib3 ==1.26.3
- yarl ==1.6.3
- albumentations >=0.5.1
- click *
- colorama *
- hydra-core >=1.0
- pytorch-lightning >=1.1.8,<1.2
- ruamel.yaml *
- segmentation-models-pytorch >=0.1.3
- tensorboard *
- timm ==0.3.2
- torch >=1.6.0
- tqdm *
- Markdown ==3.3.3 test
- Pillow ==8.1.0 test
- PyWavelets ==1.1.1 test
- PyYAML ==5.3.1 test
- Shapely ==1.7.1 test
- Werkzeug ==1.0.1 test
- absl-py ==0.11.0 test
- aiohttp ==3.7.3 test
- albumentations ==0.5.2 test
- antlr4-python3-runtime ==4.8 test
- async-timeout ==3.0.1 test
- attrs ==20.3.0 test
- cachetools ==4.2.1 test
- certifi ==2020.12.5 test
- chardet ==3.0.4 test
- click ==7.1.2 test
- colorama ==0.4.4 test
- cycler ==0.10.0 test
- decorator ==4.4.2 test
- efficientnet-pytorch ==0.6.3 test
- fsspec ==0.8.5 test
- future ==0.18.2 test
- google-auth ==1.27.0 test
- google-auth-oauthlib ==0.4.2 test
- grpcio ==1.35.0 test
- hydra-core ==1.0.6 test
- idna ==2.10 test
- imageio ==2.9.0 test
- imgaug ==0.4.0 test
- importlib-resources ==5.1.0 test
- kiwisolver ==1.3.1 test
- matplotlib ==3.3.4 test
- multidict ==5.1.0 test
- munch ==2.5.0 test
- networkx ==2.5 test
- numpy ==1.20.1 test
- oauthlib ==3.1.0 test
- omegaconf ==2.0.6 test
- opencv-python ==4.5.1.48 test
- opencv-python-headless ==4.5.1.48 test
- pretrainedmodels ==0.7.4 test
- protobuf ==3.14.0 test
- pyasn1 ==0.4.8 test
- pyasn1-modules ==0.2.8 test
- pyparsing ==2.4.7 test
- python-dateutil ==2.8.1 test
- pytorch-lightning ==1.1.8 test
- requests ==2.25.1 test
- requests-oauthlib ==1.3.0 test
- rsa ==4.7.1 test
- ruamel.yaml ==0.16.12 test
- ruamel.yaml.clib ==0.2.2 test
- scikit-image ==0.18.1 test
- scipy ==1.6.1 test
- segmentation-models-pytorch ==0.1.3 test
- six ==1.15.0 test
- tensorboard ==2.4.1 test
- tensorboard-plugin-wit ==1.8.0 test
- tifffile ==2021.2.1 test
- timm ==0.3.2 test
- torch ==1.7.1 test
- torchvision ==0.8.2 test
- tqdm ==4.57.0 test
- typing-extensions ==3.7.4.3 test
- urllib3 ==1.26.3 test
- yarl ==1.6.3 test