Data · dataset · 2022
nateraw/imagenet-sketch
Listed in Hugging Face Datasets
ImageNet-Sketch data set consists of 50000 images, 50 images for each of the 1000 ImageNet classes.
Description
We construct the data set with Google Image queries "sketch of __", where __ is the standard class name. We only search within the "black and white" color scheme.
We initially query 100 images for every class, and then manually clean the pulled images by deleting the irrelevant images and images that are for similar but different classes. For some classes, there are less than 50 images after manually cleaning, and then we augment the data set by flipping and rotating the images.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/nateraw/imagenet-sketch ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/nateraw/imagenet-sketch ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | nateraw/imagenet-sketch | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |