ML Deep Learning Computer Vision Aesthetics TensorFlow TFRecord
Optimizing image-based TFRecords to reduce storage space and improve training times.
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.
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.
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.
TensorFlow AI ML Self Care Imposter Syndrome
Learning how to over come fear of failure, imposter syndrome, and self-doubt when changing career paths.
Automation Bash NAS
How I leveraged Synology NAS to automate the execution, and backup, of my machine learning model training environments.
Python Template Matching Hashing
Using plagiarism detection algorithms to track the phrases my friends use in group chats.