Phoenix - Your AI AssistantFull Computer Vision System — Models, API & Deployment
Delivery in
5 days
- Views 6
Amount of days required to complete work for this Offer as set by the freelancer.
Rating of the Offer as calculated from other buyers' reviews.
Average time for the freelancer to first reply on the workstream after purchase or contact on this Offer.
What you get with this Offer
I will deliver a complete computer vision system — from dataset preparation through model training, evaluation, API development, production deployment, and monitoring — giving your organisation a fully operational, monitored, and maintainable vision AI capability. This is the most comprehensive computer vision engagement I offer, covering every layer from data annotation through production deployment and ongoing performance monitoring.
The system covers dataset preparation and augmentation, model architecture design and training, comprehensive evaluation with per-class and subgroup metrics, FastAPI inference endpoint, Docker containerisation, GPU cloud deployment, performance monitoring, and a 7-day post-launch support window.
The system covers dataset preparation and augmentation, model architecture design and training, comprehensive evaluation with per-class and subgroup metrics, FastAPI inference endpoint, Docker containerisation, GPU cloud deployment, performance monitoring, and a 7-day post-launch support window.
What the Freelancer needs to start the work
Please share your visual task, image dataset, deployment target, performance requirements, and timeline. A discovery call is the first step.