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datadir: val_large
indir: ${location.root_dir}/${datadir}
outdir: ${location.out_dir}/${datadir}/segm_256
n_jobs: 2
generator_kind: segmentation
mask_generator_kwargs:
confidence_threshold: 0.5
max_object_area: 0.5
min_mask_area: 0.05
downsample_levels: 6
num_variants_per_mask: 3
rigidness_mode: 1
max_foreground_coverage: 1 # turn off filtering by overlap
max_foreground_intersection: 1 # turn off filtering by overlap
max_mask_intersection: 0.2 # the lower this value the higher diversity
max_hidden_area: 0.5
max_scale_change: 0.25
horizontal_flip: True
max_vertical_shift: 0.3
position_shuffle: True
max_masks_per_image: 1
cropping:
out_min_size: 256
handle_small_mode: upscale
out_square_crop: True
crop_min_overlap: 1
max_tamper_area: 0.5
defaults:
- location: mml7-places