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osuossu8 / kaggle_hubmap_2023

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memo #30

Open osuossu8 opened 1 year ago

osuossu8 commented 1 year ago

アイデア 気付き 為になった discussion や notebook など

osuossu8 commented 1 year ago

seed 変えて投げてみるか

osuossu8 commented 1 year ago

random flip == diagonal 試す https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/419143

osuossu8 commented 1 year ago

ds1_wsi12 = df.query('dataset == 1 & source_wsi in [1, 2]') ds2_wsi234 = df.query('dataset == 2 & source_wsi in [2, 3, 4]') ds2_wsi134 = df.query('dataset == 2 & source_wsi in [1, 3, 4]')

のパターンも試す

osuossu8 commented 1 year ago

mask2former だけ効かない? mmdet3 だから?

config_file = f'{work_dir_path}/exp{EXP_ID}.py'
checkpoint_file = glob.glob(f'{work_dir_path}/best_coco_segm_mAP_epoch_*.pth')[-1]
cfg = Config.fromfile(config_file)
cfg.model.test_cfg.iou_thr = 0.5
# cfg.model.test_cfg.filter_low_score = False
model = init_detector(cfg, checkpoint_file, device='cuda:0')

https://github.com/open-mmlab/mmdetection/discussions/10492

osuossu8 commented 1 year ago

public 8th / private Xth place solution