Computer Vision Sorter

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About this service

Summary

Do you want to automate existing sorting tasks and remove manual labor? Why not increase your throughput, remove human error, and reinvest the savings into your business? Work with me to build an automated solution for industrial, agricultural, or commercial sorting of all different kinds of products.

What's included

  • Technical Design + Wireframes

    I will work with you to create a Project Requirements Doc with user-flows, integrations, and deadlines. Additionally I will write a Technical Design Doc concerning performance, scaling, and expected maintenance and support. Lastly we will put together any wireframes and mockups for user interfaces to be built.

  • Hardware Sourcing + Fabrication

    I will order the parts for and assemble the sorting system. Additionally I will source quality components while keeping within budgetary constraints and fabricating anything that needs to be custom. Lastly I will measure throughput to make sure we are within performance expectations as lined out in the Technical Design Doc.

  • Model Training + Coding

    I will gather training data and annotate it, integrating it with any existing datasets or checkpoints for cross training to create a custom deep learning model. Integration into the edge devices or host machine for the sorting system will happen here, and again I will measure the throughput against expectations in the Technical Design Doc.

  • Deployment

    I will conduct applicable final testing, making any adjustments to meet expectations and then package and ship the hardware and software to you. I will turn over any models and code to you and deploy any systems that need cloud deployment. Once the system is in your hands and in use, I will provide up to 90 days of ongoing monitoring and support.

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

Embedded Systems Developer

Software Engineer

AI Engineer

C++

C++

Python

Python

PyTorch

PyTorch

TensorFlow

TensorFlow

Industries

Artificial Intelligence
Computer Software