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Matthew Thomas's Projects

material_informatics_pipeline icon material_informatics_pipeline

Data pipeline using pandas to consolidate materials data from disparate sources (directory of text files and PostgreSQL database) into a single master csv file. After onboarding of historical data into master csv, the pipeline can ingest new test files without reloading historical data.

models icon models

Models and examples built with TensorFlow

ncamp-dashboard icon ncamp-dashboard

NCAMP, the National Center for Advanced Materials Performance, works with the FAA and industry partners to qualify material systems and populate a shared materials database that can be viewed publicly. This is a dashboard for viewing NCAMP materials database.

pythonprotobuf icon pythonprotobuf

Example to show exchange of data via protobuf from one Python application to another

tfhub-od-easy icon tfhub-od-easy

Quickly and easily deploy TF2 Image Object Detection models from TensorFlow Hub trained on COCO 2017 dataset.

videotrim icon videotrim

Simple web application that trims and cuts video based off of user inputted trim points. The final edited video has optimal settings (container, encoding, bit rate, etc.) for youtube upload. Useful for quickly generating game film and highlights.

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