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- from configs.data.base import cfg
- TRAIN_BASE_PATH = "data/megadepth/index"
- cfg.DATASET.TRAINVAL_DATA_SOURCE = "MegaDepth"
- cfg.DATASET.TRAIN_DATA_ROOT = "data/megadepth/train"
- cfg.DATASET.TRAIN_NPZ_ROOT = f"{TRAIN_BASE_PATH}/scene_info_0.1_0.7"
- cfg.DATASET.TRAIN_LIST_PATH = f"{TRAIN_BASE_PATH}/trainvaltest_list/train_list.txt"
- cfg.DATASET.MIN_OVERLAP_SCORE_TRAIN = 0.0
- TEST_BASE_PATH = "data/megadepth/index"
- cfg.DATASET.TEST_DATA_SOURCE = "MegaDepth"
- cfg.DATASET.VAL_DATA_ROOT = cfg.DATASET.TEST_DATA_ROOT = "data/megadepth/test"
- cfg.DATASET.VAL_NPZ_ROOT = cfg.DATASET.TEST_NPZ_ROOT = f"{TEST_BASE_PATH}/scene_info_val_1500"
- cfg.DATASET.VAL_LIST_PATH = cfg.DATASET.TEST_LIST_PATH = f"{TEST_BASE_PATH}/trainvaltest_list/val_list.txt"
- cfg.DATASET.MIN_OVERLAP_SCORE_TEST = 0.0 # for both test and val
- # 368 scenes in total for MegaDepth
- # (with difficulty balanced (further split each scene to 3 sub-scenes))
- cfg.TRAINER.N_SAMPLES_PER_SUBSET = 100
- cfg.DATASET.MGDPT_IMG_RESIZE = 840 # for training on 32GB meme GPUs
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