Dataset combine - Githubissues

anilsathyan7 / Portrait-Segmentation

Real-time portrait segmentation for mobile devices

MIT License

638 stars 133 forks source link

Dataset combine #14

Open phucnhs opened 4 years ago

phucnhs commented 4 years ago

Hi!

I tried combining some data sets on the readme after I used Mobilenetv2-unet model training, but when I checked the results were worse than the model's origin, I thought the problem of matching data
Can you share dataset combine ? thanks

anilsathyan7 commented 4 years ago

Please refer this repo for combined dataset: https://github.com/clovaai/ext_portrait_segmentation

Actually i made a custom dataset combining the EG1800 dataset with previous datasets; but i don't have that dataset right now. Instead, you can try with aisegment dataset.

You need to ensure you follow same preprocessing steps when you combine the datasets(say, sharp or blurred mask boundaries). In supervisely you may need to choose portrait-only images if you combine them with other datasets.