├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── assets ├── clevr-slot-attention-visualization.png ├── datasets_and_shifts.png ├── model_viz_shifts_small.gif └── model_viz_small.gif ├── check_data.py ├── config ├── dataset │ ├── clevr.yaml │ ├── clevrtex.yaml │ ├── multidsprites.yaml │ ├── objects_room.yaml │ ├── shapestacks.yaml │ ├── tetrominoes.yaml │ └── variants │ │ ├── readme.md │ │ └── variants.yaml ├── eval_downstream_prediction.yaml ├── eval_metrics.yaml ├── eval_qualitative.yaml ├── model │ ├── _base-baseline-vae.yaml │ ├── _base.yaml │ ├── baseline_vae_broadcast.yaml │ ├── baseline_vae_mlp.yaml │ ├── genesis.yaml │ ├── monet.yaml │ ├── slot-attention.yaml │ └── space.yaml ├── special_cases │ ├── baseline-broadcast-vae-clevr.yaml │ ├── baseline-broadcast-vae-tetrominoes.yaml │ ├── baseline-mlp-vae-clevr.yaml │ ├── baseline-mlp-vae-tetrominoes.yaml │ ├── genesis-clevr.yaml │ ├── genesis-clevrtex.yaml │ ├── genesis-tetrominoes.yaml │ ├── monet-clevr.yaml │ ├── monet-clevrtex.yaml │ ├── monet-shapestacks.yaml │ ├── monet-tetrominoes.yaml │ ├── slot-attention-clevr.yaml │ ├── slot-attention-clevrtex.yaml │ ├── space-clevr.yaml │ ├── space-clevrtex.yaml │ └── space-tetrominoes.yaml └── train_object_discovery.yaml ├── data ├── __init__.py ├── dataset_filtering.py ├── dataset_transform │ ├── __init__.py │ ├── base.py │ ├── crop.py │ ├── neural_style_transfer_resources │ │ ├── picasso.jpg │ │ ├── starrynight.jpg │ │ └── tsunami.jpg │ ├── object_color.py │ ├── object_shape.py │ ├── occlusion.py │ └── style_transfer.py ├── dataset_variants.py ├── datasets.py └── types.py ├── download_data.py ├── eval_downstream_prediction.py ├── eval_metrics.py ├── eval_qualitative.py ├── evaluation ├── __init__.py ├── downstream_models.py ├── feature_prediction │ ├── __init__.py │ ├── core.py │ ├── loss.py │ └── models.py ├── metrics │ ├── __init__.py │ ├── ari.py │ ├── metrics_evaluator.py │ └── segmentation_covering.py └── shared.py ├── models ├── __init__.py ├── base_model.py ├── base_trainer.py ├── baseline_vae │ ├── __init__.py │ ├── model.py │ └── trainer.py ├── genesis │ ├── __init__.py │ ├── component_vae.py │ ├── geco.py │ ├── mask_vae.py │ ├── model.py │ └── trainer.py ├── monet │ ├── __init__.py │ ├── model.py │ └── trainer.py ├── nn_utils.py ├── shared │ ├── __init__.py │ ├── encoder_decoder.py │ ├── nn.py │ └── unet.py ├── slot_attention │ ├── __init__.py │ ├── model.py │ └── trainer.py ├── space │ ├── __init__.py │ ├── bg.py │ ├── fg.py │ ├── model.py │ ├── trainer.py │ └── utils.py └── utils.py ├── requirements.txt ├── sweep_train.py ├── sweeps ├── configs │ └── sweep_object_centric.py ├── sweep_progress.py └── sweep_utils.py ├── train_object_discovery.py └── utils ├── __init__.py ├── logging.py ├── paths.py ├── slot_matching.py ├── utils.py └── viz.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/addtt/object-centric-library/HEAD/.gitignore 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