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DATASETS.md

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To make things easier we expect data folder of particular structure or symlink presented in habitat-lab working directory.

Scenes datasets

Scenes models Extract path Archive size
Habitat test scenes data/scene_datasets/habitat-test-scenes/{scene}.glb 89 MB
ReplicaCAD data/scene_datasets/replica_cad/configs/scenes/{scene}.scene_instance.json 123 MB
HM3D data/scene_datasets/hm3d/{split}/00\d\d\d-{scene}/{scene}.basis.glb 130 GB
Gibson data/scene_datasets/gibson/{scene}.glb 1.5 GB
MatterPort3D data/scene_datasets/mp3d/{scene}/{scene}.glb 15 GB
🆕 HSSD-Habitat data/scene_datasets/hssd-hab/scenes/{scene}.scene_instance.json XXXXX GB
🆕 AI2-THOR-Habitat data/scene_datasets/ai2thor-hab/ai2thor-hab/configs/scenes/{DATASET}/{scene}.scene_instance.json XXXXX GB

These datasets can be downloaded follow the instructions here.

Task datasets

Task Scenes Link Extract path Config to use Archive size
Rearrange Pick ReplicaCAD rearrange_pick_replica_cad_v0.zip data/datasets/rearrange_pick/replica_cad/v0/ datasets/rearrangepick/replica_cad.yaml 11 MB
Point goal navigation Gibson pointnav_gibson_v1.zip data/datasets/pointnav/gibson/v1/ datasets/pointnav/gibson.yaml 385 MB
Point goal navigation Gibson 0+ (train) pointnav_gibson_0_plus_v1.zip data/datasets/pointnav/gibson/v1/ datasets/pointnav/gibson_0_plus.yaml 321 MB
Point goal navigation corresponding to Sim2LoCoBot experiment configuration Gibson pointnav_gibson_v2.zip data/datasets/pointnav/gibson/v2/ datasets/pointnav/gibson_v2.yaml 274 MB
Point goal navigation MatterPort3D pointnav_mp3d_v1.zip data/datasets/pointnav/mp3d/v1/ datasets/pointnav/mp3d.yaml 400 MB
Point goal navigation HM3D pointnav_hm3d_v1.zip data/datasets/pointnav/hm3d/v1/ datasets/pointnav/hm3d.yaml 992 MB
Object goal navigation MatterPort3D objectnav_mp3d_v1.zip data/datasets/objectnav/mp3d/v1/ datasets/objectnav/mp3d.yaml 170 MB
Object goal navigation HM3DSem-v0.1 objectnav_hm3d_v1.zip data/datasets/objectnav/hm3d/v1/ datasets/objectnav/hm3d.yaml 154 MB
🆕 Object goal navigation HM3DSem-v0.2 objectnav_hm3d_v2.zip data/datasets/objectnav/hm3d/v2/ datasets/objectnav/hm3d_v2.yaml 245 MB
🆕 Object goal navigation HSSD objectnav_hssd_v0.2.3.zip data/datasets/objectnav/hssd-hab datasets/objectnav/hssd-hab.yaml 206 MB
🆕 Object goal navigation ProcTHOR-hab objectnav_procthor-hab.zip data/datasets/objectnav/procthor-hab datasets/objectnav/procthor-hab.yaml 755 MB
Embodied Question Answering MatterPort3D eqa_mp3d_v1.zip data/datasets/eqa/mp3d/v1/ datasets/eqa/mp3d.yaml 44 MB
Visual Language Navigation MatterPort3D vln_r2r_mp3d_v1.zip data/datasets/vln/mp3d/r2r/v1 datasets/vln/mp3d_r2r.yaml 2.7 MB
Instance image goal navigation HM3DSem-v0.1 instance_imagenav_hm3d_v1.zip data/datasets/instance_imagenav/hm3d/v1/ datasets/instance_imagenav/hm3d_v1.yaml 303 MB
Instance image goal navigation HM3DSem-v0.2 instance_imagenav_hm3d_v2.zip data/datasets/instance_imagenav/hm3d/v2/ datasets/instance_imagenav/hm3d_v2.yaml 518 MB
🆕 Instance image goal navigation HM3DSem-v0.2 instance_imagenav_hm3d_v3.zip data/datasets/instance_imagenav/hm3d/v3/ datasets/instance_imagenav/hm3d_v3.yaml 517 MB
Image goal navigation Gibson pointnav_gibson_v1.zip data/datasets/pointnav/gibson/v1/ datasets/imagenav/gibson.yaml 385 MB
Image goal navigation MatterPort3D pointnav_mp3d_v1.zip data/datasets/pointnav/mp3d/v1/ datasets/imagenav/mp3d.yaml 400 MB

To use an episode dataset, provide the related config to the Env in the example or use the config for RL agent training.