Datasets:
metadata
license: mit
tags:
- synthetic
- vision
- synthetic-dataset
- handtools
- tools
pretty_name: I3D-Tools-Dataset
dataset_info:
features:
- name: image
dtype: image
- name: conditioning_image
dtype: image
- name: caption
dtype: string
- name: yolo_annotation
dtype: string
splits:
- name: train
num_bytes: 5858935810.588
num_examples: 36773
download_size: 5518687393
dataset_size: 5858935810.588
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
I3D Tools Dataset
This is the official dataset for the "I3D Tools Dataset" paper. The dataset contains a diverse collection of 16 hand tool categories, curated for applications in object detection, segmentation, and synthetic data generation.
Codebase:
📊 Dataset Statistics
- Number of Tool Classes: 16
- Total Images: ~35,000
- Image Resolution: 1024x1024
- Annotations per Image:
- YOLOv8 bounding box format
- Pixel-level segmentation mask
- Natural language caption
🧰 Tool Class Names
| Class No. | Tool Name | Class No. | Tool Name | |
|---|---|---|---|---|
| 1 | ball_bearing | 9 | saw | |
| 2 | gear | 10 | scissors | |
| 3 | hammer | 11 | screw | |
| 4 | measuring_tape | 12 | screwdriver | |
| 5 | nail | 13 | spring | |
| 6 | nut | 14 | utility_knife | |
| 7 | oring | 15 | washer | |
| 8 | plier | 16 | wrench |