Mosaic Data Augmentation: An In-Depth Analysis

This video provides a comprehensive review of the latest advancements in mosaic data augmentation, including its relationship to earlier techniques like Cutout and Cutmix, and explores its implementation and benefits.

Roboflow•11.2K views•17:00

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About this video

We review the new state of the art mosaic data augmentation. We discuss the following roadmap in this video: * Cutout and Cutmix predecessor augmentations * Mosaic augmentation high level introduction * Mosaic augmentation implementation * When to use (or not use) mosaic augmentation * How to improve mosaic augmentation * Mosaic Live Demo! Use mosaic on your dataset with Roboflow (no code): https://blog.roboflow.ai/advanced-augmentations/ ✅ Subscribe: https://bit.ly/rf-yt-sub

Video Information

Views
11.2K

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Likes
145

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Duration
17:00

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Published
Aug 3, 2020

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Quality
hd

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Roboflow

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#data augmentation #computer vision #object detection #research #synthetic data

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