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Tracking e-cigarette warning label compliance on Instagram with deep learning
We conclude that deep learning models can effectively identify vaping posts on Instagram and track compliance with FDA warning label requirements.
Automated identification of hookahs (waterpipes) on Instagram: an application in feature extraction using Convolutional Neural Network and Support Vector Machine classification
Objective: This study demonstrates how convolutional neural network (CNN) can be used to extract unique features within an image and how SVM can then be used to classify the image.
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