Getting Started7 min read
What Is A Label Map?
Jacob SolawetzMay 25, 2026Jacob Solawetz
Founding Engineer @ Roboflow - ascending the 1/loss
- Jacob SolawetzMay 25, 2026
Dataset Management5 min readGetting Started with VGG Image Annotator for Object Detection Tutorial
Jacob SolawetzMay 12, 2026
Model Training11 min readWhat is Mean Average Precision (mAP) in Object Detection?
Jacob SolawetzMay 1, 2026
Dataset Management8 min readTrain, Validation, Test Split for Machine Learning
Jacob SolawetzApr 7, 2026
Dataset Management7 min readWhat Is CVAT (Computer Vision Annotation Tool)?
Jacob SolawetzMar 21, 2026
Computer Vision14 min readWhat Is YOLOv8? Architecture, Accuracy, and How to Use It
Jacob Solawetz and Erik KokaljMar 2, 2026
Product Updates5 min readWhat to Think About When Choosing Vision Model Sizes
Jacob Solawetz and Paul GuerrieMar 1, 2026
Model Training5 min readLiquid Neural Networks in Computer Vision
Jacob SolawetzFeb 12, 2026
Computer Vision7 min readAn Introduction to the COCO Dataset
Jacob SolawetzFeb 4, 2026
YOLOv513 min readWhat Is YOLOv5? Architecture, Sizes, and How It Works
Jacob Solawetz and Erik KokaljFeb 1, 2026
10 min readHow to Use Your GPU in a Docker Container
Sachin Agarwal and Jacob SolawetzOct 22, 2024
Model Training7 min readWhat is YOLOv6? The Ultimate Guide.
Jacob Solawetz and Joseph NelsonJan 4, 2024
Model Training8 min readWhat is YOLOv7? A Complete Guide.
Jacob SolawetzJan 4, 2024
Model Training9 min readScaling up ViT Image Classification on Gaudi2 HPUs
Jacob Solawetz and Trevor LynnSep 14, 2023
Model Training3 min readCVPR 2023 Highlights
Jacob SolawetzJun 23, 2023
Model Training6 min readWhat is Segment Anything Model (SAM)? A Breakdown.
Jacob SolawetzApr 7, 2023