gautam0707/CANDLE
An Image Dataset for Causal Analysis in Disentangled Representations
This is an image dataset that helps researchers study how different visual elements in an image, like object type, color, and scene, influence each other. You get a collection of PNG images, each accompanied by a JSON file detailing its specific features and how they were generated. This dataset is for machine learning researchers and scientists interested in understanding and developing models that can isolate and explain the individual factors contributing to an image.
No commits in the last 6 months.
Use this if you need a controlled image dataset with explicit ground truth information about causal relationships between visual features for research in disentangled representation learning.
Not ideal if you are looking for a general-purpose image dataset for tasks like object recognition or classification without a focus on causal disentanglement.
Stars
9
Forks
—
Language
—
License
CC-BY-4.0
Category
Last pushed
Dec 10, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/diffusion/gautam0707/CANDLE"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.