StickerForge

AI-powered sticker pack generator. Turns any character image into a full set of emotion-variant stickers ready for messaging platforms.

How It Works

1. Trait Extraction — A vision model (Gemini 2.5 Flash) analyzes the input character image and extracts detailed visual traits: body color, flipper color, belly color, eye type, accessories, clothing, and an overall description.

2. Base Generation — An image generation model (Gemini 3 Pro) creates a full-body neutral-pose sticker using the extracted traits as strict guidance, ensuring character consistency.

3. Emotion Variants — The base sticker is edited into emotion variants (happy, sad, angry, surprised, love, cool). Each edit only changes expression and pose while preserving all character traits.

4. Post-Processing — Each sticker goes through:

   • Background removal (flood-fill from edges)
   • White die-cut sticker outline
   • Resize to platform specs
   • Format conversion (WebP for Telegram/WhatsApp, PNG for others)

5. Packaging — All stickers are packaged into a downloadable ZIP file.