Unrestricted Image Analysis AI App
Budget: $3,000 – $5,000 USD
I want to build a ChatGPT-style application that works exclusively with images and imposes no built-in content filters. The core capability is image analysis, specifically object detection and recognition, with an immediate focus on identifying people and faces in any photo a user uploads.
You’re free to choose the tech stack, but I expect modern computer-vision frameworks—think PyTorch, TensorFlow, or a YOLO-family model—backed by a concise, well-documented API so the system can later expand into other tasks such as classification or captioning if I choose. Fast, server-side inference is important; cloud GPU deployment or an optimized on-prem setup is acceptable as long as latency stays low.
Please include:
• A clean front-end where users drop an image and instantly see bounding boxes or masks around detected faces and people, plus confidence scores.
• Source code, model weights, and a brief README that explains local setup and any additional training steps.
• A short test suite or demo script that proves detection accuracy on at least a small sample set.
I’m open to milestone suggestions—as long as progress is demonstrated in usable increments, the finer budget breakdown can be flexible.
You’re free to choose the tech stack, but I expect modern computer-vision frameworks—think PyTorch, TensorFlow, or a YOLO-family model—backed by a concise, well-documented API so the system can later expand into other tasks such as classification or captioning if I choose. Fast, server-side inference is important; cloud GPU deployment or an optimized on-prem setup is acceptable as long as latency stays low.
Please include:
• A clean front-end where users drop an image and instantly see bounding boxes or masks around detected faces and people, plus confidence scores.
• Source code, model weights, and a brief README that explains local setup and any additional training steps.
• A short test suite or demo script that proves detection accuracy on at least a small sample set.
I’m open to milestone suggestions—as long as progress is demonstrated in usable increments, the finer budget breakdown can be flexible.