Preprocessing & Augmentation8 min read
The power of image augmentation: an experiment
Matt BremsMay 3, 2021Explainers
Explainers answer "what is" questions about computer vision models, methods and terms in plain language. Start here to understand a concept before you build.
Topic: Explainers
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- Matt BremsMay 3, 2021
Brad DwyerApr 18, 2021
Pilot to Production4 min readAndrew Ng: "Deploying to production means you're halfway there."
Edge AI4 min readWhat Is Embedded Machine Learning?
Joseph NelsonMar 20, 2021
Object Detection3 min read5 Emerging Trends in Computer Vision Applications from OpenCV's AI Competition
Matt BremsMar 1, 2021
Model Training4 min readA Primer on Transfer Learning
Joseph NelsonJan 13, 2021
Research6 min readGoogle Researchers Say Underspecification is Ruining Your Model Performance. Here's Five Ways to Fix That.
Matt BremsNov 16, 2020
YOLO6 min readYOLOv4 - Ten Tactics to Build a Better Model
Jacob SolawetzNov 13, 2020
Automotive6 min readHow Tesla Teaches Cars to Stop
Joseph NelsonOct 11, 2020
Deep Learning4 min readFast.ai v2 Released - What's New?
Jacob SolawetzAug 28, 2020
Object Detection3 min readThe TensorFlow 2 Object Detection Library is Here
Jacob SolawetzJul 14, 2020
YOLOv516 min readResponding to the Controversy about YOLOv5
Joseph Nelson and Jacob SolawetzJun 12, 2020
Preprocessing & Augmentation7 min readGetting Started with Data Augmentation in Computer Vision
Jacob SolawetzJun 2, 2020
YOLO7 min readData Augmentation in YOLOv4
Jacob SolawetzMay 13, 2020
Automotive6 min readBreaking Down the Technology Behind Self-Driving Cars
Jacob SolawetzMay 4, 2020
Healthcare & Medical Devices2 min readUsing Computer Vision to Fight Coronavirus (COVID-19)
Joseph NelsonApr 3, 2020
