I will build a custom ai prototype mvp for your business in 48 hours

A revision covers minor code/doc fixes (like a bug or API response format change). It does not include re-training the model, adding new object classes, or changing core logic. These require a new, custom offer as they are a new scope of work.

Standard YOLOv8 is AGPL-v3 licensed, which is risky for commercial use. I protect you by training on commercially-safe models (like YOLOX or YOLO-NAS) with an Apache 2.0 license. You get the same high performance with zero legal risk for your business.

You get a clean, production-ready .zip project. It includes: The final model file (best.pt) The Python FastAPI script (main.py) A requirements.txt file A README.md with clear instructions to run the API.

You own it, 100%. The final delivery includes the full source code, trained model file (.pt), and documentation. You get full commercial rights for the custom model and API script I build for you.

Yes. I am an expert in Tiled Inference. I will write code to slice your large images into tiles, run detection on each, and stitch the results back together. This allows us to find small objects on massive images without GPU memory errors.

You just need to share your project details (images, documents, or workflow steps). If you’re unsure, I’ll guide you step by step.

Yes. I can label, clean, or prepare datasets of any size. I also use automation + AI-assisted labeling to speed things up while keeping accuracy high.

No worries — send me a message and I’ll create a custom offer just for your project.

Definitely. I design automation and AI pipelines that fit your current tools — whether Excel, web dashboards, or custom software.

Yes. For enterprise clients, I can build the full web application (Next.js/React), database architecture, and user management system to wrap around this AI. Projects typically range from $3k - $8k. Please contact me for a custom quote.