albumentations-team / autoalbument-benchmarks

Benchmarks for AutoAlbument - AutoML for Image Augmentation
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How to run on custom dataset? #1

Open huyhoangle86 opened 2 years ago

huyhoangle86 commented 2 years ago

Hi, thank for your works. As the title said, I have my own dataset, how can I use your code ?

maulikmadhavi commented 2 years ago

@huyhoangle86. To the best of my understanding, you can use autoalbument library: https://albumentations.ai/docs/autoalbument/installation/ and follow the documents https://albumentations.ai/docs/autoalbument/how_to_use/ -> autoalbument-create -> Configure custom task https://albumentations.ai/docs/autoalbument/examples/list/ -> autoalbument-search -> Run Faster Autoaugment

saigontrade88 commented 7 months ago

@huyhoangle86 Have you been able to replicate their result under the baseline method yet? Many thanks.

Augmentation strategy | Top-1 Accuracy | Top-5 Accuracy -- | -- | -- Baseline | 91.79 | 99.63