Discovered this need while working on AI art projects last summer - I kept struggling to reverse-engineer prompts from reference images. Existing tools either required logins, lacked multi-model support, or had painful workflows.
Built https://image2prompt.online over 1 months (3 failed prototypes!) with:
- Military-grade vision transformers quantized for browser execution
- Dynamic prompt templating for 18+ AI models
- Zero-trace GDPR compliance architecture
Key differentiators:
✅ No login wall (processing stays in your browser)
🚀 60s avg conversion (tested with 10K+ images)
🎮 Batch processing & prompt history
Would love feedback on:
1. How accurate are the generated prompts for your specific use case?
2. What new AI model templates should we prioritize?
P.S. Try dragging any screenshot directly onto the canvas - my favorite hidden feature!
Startup Death Clock