Skip to content

Could you please provide the directory structure required for training a custom dataset? #52

@NSWX

Description

@NSWX

Dear authors,

Thank you for your excellent work on GeoWizard.

I would like to train the model using my own custom dataset. To correctly format my data, could you please share the expected directory structure for the dataset (especially how RGB images, depth, normals, and annotations should be organized)?

Based on your current implementation and Replica dataset usage, I have inferred a possible folder structure as follows. Could you kindly confirm if this is correct or suggest modifications?

<dataset_root>/
└── replica/
├── annotations/
│ └── annos_all.json # Index file with metadata paths
└── results/
├── 00000.pkl # Per-frame metadata (paths, intrinsics, pose, etc.)
├── 00000_rgb.png # RGB image
├── 00000_depth.png # Depth image
├── 00000_normal.png # Normal image
└── ... # More frames

Each .pkl file could contain the paths to the corresponding RGB, depth, and normal files, along with intrinsics and pose data.

It would be extremely helpful if you could confirm whether this format is correct for training, or if there are any additional requirements.

Thank you very much for your support!
Best regards!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions