Matt Struble
Projects Blog About

    Deep Learning Photo Aesthetics - Data Pipeline Optimization

    ML Deep Learning Computer Vision Aesthetics TensorFlow TFRecord

    Optimizing image-based TFRecords to reduce storage space and improve training times.

    17 December 2020

    Deep Learning Photo Aesthetics - Data Preprocessing

    ML Deep Learning Data Preprocessing Computer Vision Aesthetics TensorFlow

    How I shaped the AVA database to reduce training times, remove bias, and improve model inference.

    19 November 2020

    Deep Learning Photo Aesthetics - Introduction and Data Analysis

    ML Deep Learning Data Analysis Computer Vision Aesthetics

    My analysis of the AVA database as the first step in creating a deep learning model capable understanding photo aesthetics.

    26 October 2020

    Strengthening Deep Learning Concepts

    AI ML Deep Learning Self Improvement

    Steps I took to fill in the gaps leftover after my TensorFlow Certification with the goal to strengthen my deep learning knowledge.

    15 September 2020

    Overcoming Self-Doubt in Pursuit of TensorFlow Certification

    TensorFlow AI ML Self Care Imposter Syndrome

    Learning how to over come fear of failure, imposter syndrome, and self-doubt when changing career paths.

    25 August 2020

    Automating Deep Learning Pipeline With NAS

    Automation Bash NAS

    How I leveraged Synology NAS to automate the execution, and backup, of my machine learning model training environments.

    24 May 2020

    Utilizing Document Fingerprinting for Variable String Matching

    Python Template Matching Hashing

    Using plagiarism detection algorithms to track the phrases my friends use in group chats.

    16 April 2020
    with by Matt Struble