System and Method for Identifying Products in a Shelf Management System
A system and method for automated product identification on retail shelves using deep learning feature extraction and matching against a product gallery library.
M. Savvides
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1 min read
Detecting Hate Speech in Multi-modal Memes
A multi-modal approach to detect hate speech in memes using object detection, image captioning, and sentiment analysis for the Facebook Hateful Memes Challenge.
How to build a Convolutional Neural Network from scratch using tf.keras for Image Classification
Multi-Image Steganography Using Deep Neural Networks
A deep learning approach for encoding and decoding multiple secret images inside a single cover image of the same resolution.
User De-Identification over Speech/Dialogue Exchange
PyTorch, Python, Jupyter Notebook, EC2
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1 min read
Research Ideas for the Facebook Hateful Memes Challenge
We present Object Detection based Image Captioning, and Sentiment Analysis as our two research ideas to enhance performance against the adversarial examples introduced in the …
Siamese Manhattan LSTM Implementation for Predicting Text Similarity and Grading of Student Test Papers
This paper presents a method to grade answer papers written by the students by assessing the semantic similarity between the written answers and the actual answers and grading them …
W. Dalmet