3d-front
Datasets
All datasets matching “3d-front”3D-Front3d-front-rgb3dfront_render_views3d-front-arDepR-3D-FRONT
Dataset for DepR: Depth Guided Single-view Scene Reconstruction with Instance-level Diffusion
Project Page
|
arXiv
File Structure
File
Optional
Description
pickled_data
Raw data (images, etc.) from InstPIFu
instpifu_mask
Instance masks from InstPIFu
metadata
JSONL metadata for scenes
panoptic
Panoptic segmentation maps we rendered
depth
✅
Estimated depth with Depth Pro
grounded_sam
✅
Estimated segmentation with Grounded SAM… See the full description on the dataset page: https://huggingface.co/datasets/zx1239856/DepR-3D-FRONT.3D-Front
3D-Front (MIDI-3D)
Github | Project Page | Paper | Original Dataset
1. Dataset Introduction
TL;DR: This dataset processes 3D-Front into organized 3d scenes paired with rendered multi-view images and surfaces, which are used in MIDI-3D. Each scene contains:
3D models (.glb)
Point cloud (.npy)
Rendered multi-view images in RGB, depth, normal, with camera information
2. Data Extraction
sudo apt-get install git-lfs
git lfs install
git clone… See the full description on the dataset page: https://huggingface.co/datasets/huanngzh/3D-Front.