Google Cartoon Faces Dataset
Google Cartoon Faces Dataset
Datasets
Google Cartoon Faces Dataset
File
Google Cartoon Faces
Use Case
Google Cartoon Faces
Description
Explore the Google Cartoon Faces Dataset with 1500 high-quality images for advanced facial recognition and expression analysis.
Description:
The Google Cartoon Faces comprises 1500 high-quality images curated to enhance facial recognition and expression analysis models. The dataset is divided into training, validation, and test sets, with an 80%, 10%, and 10% split, respectively. Each image is standardized to 720×720 pixels through an intensive preprocessing phase, including auto-orientation and resizing.
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Key Features:
- Comprehensive Annotations: Every image is annotated with facial landmarks, expressions, and accessories.
- Augmentation Techniques: Diverse augmentations like flips, rotations, zooms, and color variations ensure robust model training.
- Diversity and Inclusion: The dataset represents a wide range of facial expressions, skin tones, and accessories, making it suitable for developing inclusive AI models.
Applications:
- Facial recognition systems
- Emotion detection models
- Character animation and game development
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