Project constraints
Use image-q quantization and perceptual matching with a 2–64 color budget; versioned brand palettes use CIEDE2000 material matching.
Crop your subject, choose a processing mode and compare the real output. Classical processing preserves image structure; it does not promise hand-drawn pixel art.
Use image-q quantization and perceptual matching with a 2–64 color budget; versioned brand palettes use CIEDE2000 material matching.
Compare four resolutions and custom width with identical background handling.
Choose photo, pixel art or seven versioned bead palettes; download PNG, alpha-aware cells and actual material codes with source attribution.
Crop your subject, choose a processing mode and compare the real output. Classical processing preserves image structure; it does not promise hand-drawn pixel art.
Use image-q quantization and perceptual matching with a 2–64 color budget; versioned brand palettes use CIEDE2000 material matching.
Choose photo, pixel art or seven versioned bead palettes; download PNG, alpha-aware cells and actual material codes with source attribution.
Learn before you refine