The Diverse Human Faces Dataset by Synthesis AI showcases a diverse set of humans with the camera focused on the head and shoulder, in multiple environments and camera angles. This dataset is therefore particularly suited for machine learning tasks like facial segmentation, matting / background removal and landmark estimation – among others.

• 10k images
• 100 diverse identities spanning gender, skin tone, and age. 1024 x 1024 RGB images
• Rich set of pixel-perfect labels including segmentation maps, depth, surface normals, and 3D landmarks
• Variation of expressions from neutral to extreme
• Variation in eye gaze spanning 10° in all directions
• Variation of head turn spanning 15° in all directions
• Diverse hairstyles, colors, and facial hair
• Accessories: hats, glasses, headphones, and face masks
• Variation in outfits
• Variation in background over a wide range of lighting and confounding elements
• Many different camera angles around the person

Images in dataset

1. Still Image
2. RGB-D

1. Facial
2. Digital Human

1. Object Detection
2. Semantic Segmentation
3. Facial Recognition
4. Facial Modeling