Preliminaries:
poetry install -E tensorflow
MOVi-C
python save_movi.py --level c --split train --maxcount 32 --only-video <root_data_dir>/movi_c
python save_movi.py --level c --split validation --maxcount 32 <root_data_dir>/movi_c
MOVi-E
python save_movi.py --level e --split train --maxcount 32 --only-video <root_data_dir>/movi_e
python save_movi.py --level e --split validation --maxcount 32 <root_data_dir>/movi_e
Preliminaries:
poetry install -E coco
python save_coco.py --split train --maxcount 128 --only-images --out-path <root_data_dir>/coco
python save_coco.py --split validation --maxcount 128 --out-path <root_data_dir>/coco
python save_coco.py --split unlabeled --maxcount 256 --original-image-format --out-path <root_data_dir>/coco
Note that the script downloads and extracts the raw COCO dataset to --download-dir.
Preliminaries:
poetry install -E coco
python save_ytvis2021.py --split train --maxcount 32 --only-videos --resize --out-path <root_data_dir>/ytvis2021_resized
python save_ytvis2021.py --split validation --maxcount 10 --resize --out-path <root_data_dir>/ytvis2021_resized
Preliminaries:
poetry install -E tensorflow
python save_ytvis2019.py --split train --maxcount 32 --only-videos --resize --out-path <root_data_dir>/ytvis2019_resized
python save_ytvis2019.py --split validation --maxcount 10 --resize --out-path <root_data_dir>/ytvis2019_resized
Note that we expect that raw files are downloaded in corresponding ytvis2019_raw and ytvis2021_raw folders.