Emreal V1: 200 Portrait Images with Micro-Expression Captions

Emreal V1 consists of 200 high-quality portrait images paired with detailed micro-expression captions, released by dream2589632147 in March 2026. Each record links a visual portrait to a structured text prompt describing facial muscle movements, lighting, and photographic style.

Use Cases

• Fine-tuning text-to-image models using micro-expression captions for nuanced facial control
• Training image-to-text models to identify subtle facial movements from portrait images
• Analyzing lighting conditions and photographic style descriptions for automated tagging

Strengths

• 200 high-quality portrait images
• Structured text prompts including lighting and photographic style
• Specialized focus on micro-expressions rather than basic emotions

Limitations

• Small sample size of 200 records
• Synthetic data origin as indicated by metadata tags
• Restrictive CC BY-NC-ND 4.0 license prohibits commercial use

Provenance

Source

dream2589632147 on Hugging Face

Collection Method

synthetic

Freshness

Last updated March 2026.