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Dataset assetOpen Source CommunityImage RecognitionCat Face Classification
Cat-faces-dataset
The dataset comprises approximately 29,843 cat‑face images of size 64 × 64 pixels, sourced from multiple open datasets and preprocessed to ensure that each image contains only a cat face.
Source
github
Created
Jun 4, 2019
Updated
Apr 30, 2024
Signals
362 views
Availability
Linked source ready
Overview
Dataset description and usage context
Cat-faces-dataset Overview
Basic Dataset Information
- Number of Images: Approximately 29,843
- Image Size: 64 × 64 pixels
Data Sources
The dataset consists of the following open datasets:
- Cats and Dogs Breeds Classification Oxford Dataset
- Cute Cats and Dogs from Pixabay.com
- Cat Dataset
- COCO dataset
- Cats faces 64x64 (For generative models)
Data Preprocessing
- Applied OpenCV’s cat‑face detector to ensure each image contains only a cat face.
- The Cat Dataset was processed twice to include partial background.
- The Cats faces 64x64 dataset required no preprocessing, as cat faces were already cropped.
- Visual inspection was used to remove false‑positive cat‑face images.
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