Ryan McCoyinAutomated InspectionsHow to Speed Up Machine Learning Training Cycles with Apache AirflowTLDR; I love building models, but I HATE recollecting and reformatting data just to run another model. I’m sharing how I built an…May 10May 10
Ryan McCoyinAutomated InspectionsScraping Images for Computer Vision: Data Collection Matters [ Functional Code]How to scrape a base directory of data for computer vision projects.Feb 12Feb 12
Ryan McCoyinAutomated InspectionsBattle of the Brews: LZMA or DEFLATE CompressionAlright, folks, gather ‘round!Jan 24Jan 24
Ryan McCoyinAutomated InspectionsFine-tuning Object Detection with YOLOv8: How Bounding Sub-images enhances YOLO classification [w/…Drake said it best in “The Motto” — YOLO.Jan 22Jan 22
Ryan McCoyinAutomated InspectionsYOLOv8 vs. EfficientDet: A Deep Dive into the Future of Real-Time Object Detection [Code at bottom]A comparison between YOLOv8 and EfficientDetJan 19Jan 19
Ryan McCoyinAutomated InspectionsPunk in the Pixels — Naturally comparing rock bands with edge detection algorithms. [With Code]Livin’ on the Edge — I’m pretty sure Steven Tyler was singing about edge detection.Jan 17Jan 17
Ryan McCoyinMath: When Am I going to use this?Reading between the lines: How all of math is made from a line.Imagine a single, slender thread stretched across the vast canvas of existence.Jan 161Jan 161
Ryan McCoyinAutomated InspectionsSecret Machine Learning: How to Train at the EdgeWe are in the age of IoT where data is collected worldwide, yet bandwidth and power consumption limit complex calculations.Jan 15Jan 15
Ryan McCoyinAutomated InspectionsHow to Build Depth Estimation in Construction using PyTorch and MiDaSHow can you tell if something is far away from you?Jan 13Jan 13
Ryan McCoyinAutomated InspectionsThe Best and Worst Cameras for Computer Vision on the EdgeGrowing a computer vision startup, I have tested camera after camera to find the best for computation at the edge.Jan 121Jan 121
![Scraping Images for Computer Vision: Data Collection Matters [ Functional Code]](https://miro.medium.com/v2/resize:fill:160:106/1*WKwP0SKUwgxGuW8d6BPYAQ.jpeg)
![Scraping Images for Computer Vision: Data Collection Matters [ Functional Code]](https://miro.medium.com/v2/resize:fill:320:214/1*WKwP0SKUwgxGuW8d6BPYAQ.jpeg)
![YOLOv8 vs. EfficientDet: A Deep Dive into the Future of Real-Time Object Detection [Code at bottom]](https://miro.medium.com/v2/resize:fill:160:106/1*7IvAtKDg0stAfRBwvLDnWg.jpeg)
![YOLOv8 vs. EfficientDet: A Deep Dive into the Future of Real-Time Object Detection [Code at bottom]](https://miro.medium.com/v2/resize:fill:320:214/1*7IvAtKDg0stAfRBwvLDnWg.jpeg)
![Punk in the Pixels — Naturally comparing rock bands with edge detection algorithms. [With Code]](https://miro.medium.com/v2/resize:fill:160:106/1*tG83VfT5-6k4V09HM-EjJA.jpeg)
![Punk in the Pixels — Naturally comparing rock bands with edge detection algorithms. [With Code]](https://miro.medium.com/v2/resize:fill:320:214/1*tG83VfT5-6k4V09HM-EjJA.jpeg)
