Computer Vision Model

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About this service

Summary

Do you have an existing app that needs a vision model? Perhaps you want to replace something off the shelf with a custom trained model and improve user experience. Take control of your AI features and work with me to build a custom vision model for your unique use case!

What's included

  • Technical Design

    At this stage, I will gather the requirements for the model, its performance requirements, and expected usages in order to develop success criteria and formalize them into a Project Design Document.

  • Model Training

    At this stage, I will gather the necessary training data with the help of the client if necessary, and annotate it. After the data is annotated, the model will be trained until we have an acceptable first draft for checkpoints.

  • Testing + Deployment

    At this stage, I will work with the client to arrange field testing and incorporate user feedback into the model to make adjustments. Additionally I will turn over the model checkpoints, documentation, training data and any IP rights to the client. We can also deploy to the cloud if necessary.

Recommendations

(5.0)

Jake heard the pain points with our archaic scheduling methods for 5 scopes of work over 15 different teams. He created a modern scheduling and tracking tool in Smartsheet which included automation workflows and solved the miscommunication. This tool resulted in streamlined communications saving us thousands in misused labor dollars.


Skills and tools

Backend Engineer

Software Engineer

AI Engineer

Python

Python

PyTorch

PyTorch

TensorFlow

TensorFlow

Industries

Computer Software
Artificial Intelligence