Contributing WriterAug 8, 2024Explainers
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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- Contributing WriterAug 8, 2024
OCR8 min readHow to Extract Text From Images
Contributing WriterAug 7, 2024
Segment Anything (SAM)8 min readWhat is Segment Anything 2 (SAM 2)?
James GallagherJul 30, 2024
Dataset Management8 min readWhat is the Open Images Dataset? A Deep Dive.
Contributing WriterJul 16, 2024
Preprocessing & Augmentation16 min readWhat is Thresholding in Image Processing? A Guide.
Timothy MJul 10, 2024
OCR7 min readThe Guide to AI OCR
Contributing WriterJul 10, 2024
Open-Source VLMs5 min readWhat Is Dense Image Captioning?
James GallagherJul 10, 2024
Explainers5 min readWhat Is FPS? A Computer Vision Guide
Contributing WriterJul 10, 2024
Vision Language Models7 min readWhat is 4M? Apple's Massively Multimodal Masked Modeling
Petru P.Jul 9, 2024
Manufacturing4 min readComputer Vision Solutions for Steel Manufacturing with Roboflow
Daniel BenderJun 28, 2024
Model Evaluation8 min readWhat is F1 Score? A Computer Vision Guide.
Contributing WriterJun 27, 2024
Object Detection8 min readWhat is Non-Max Merging?
Linas KondrackisJun 25, 2024
Open-Source VLMs5 min readFlorence-2: Vision-language Model
Piotr SkalskiJun 20, 2024
Embeddings & Visual Search14 min readWhat is Image Matching? An Introduction.
Timothy MMay 20, 2024
Image Classification8 min readWhat is Scene Classification? An Introduction.
Contributing WriterMay 20, 2024
Open-Source VLMs10 min readPaliGemma: An Open Multimodal Model by Google
Leo Ueno and Trevor LynnMay 15, 2024