There are 3 required modifications in the baseline notebook for results reproducibility:
1. Change to the full dataset
2. Set to 10 epochs
3. Replace the lines between the comments:
# edit pipeline to handle 16bit images
to
# modify num classes of the model in box head
in the configuration at "Modify config" section to:
cfg.train_pipeline[0].color_type = 'unchanged'
cfg.train_pipeline[0].type = 'LoadImageFromFilePIL'
cfg.test_pipeline[0].color_type = 'unchanged'
cfg.test_pipeline[0].type = 'LoadImageFromFilePIL'
cfg.train_pipeline[5] = cfg.img_norm_cfg
cfg.test_pipeline[1]['transforms'][1] = cfg.img_norm_cfg
cfg.data.train.pipeline = cfg.train_pipeline
cfg.data.test.pipeline = cfg.test_pipeline
cfg.data.val.pipeline = cfg.test_pipeline
MAFAT Challenge Team
Posted by: MAFAT_Challenge @ April 3, 2023, 6:22 a.m.Thanks a lot!
Posted by: baibizhe @ April 3, 2023, 7:07 a.m.