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[2019-CVPR] D2-Net: Matching Problem among Images Under Extreme Appearance Changes
Author(s): YoonwooJeong Originally published on Towards AI. Using computer vision on a dome. This article is based on the paper ‘D2-Net: A Trainable CNN for Joint Description and Detection of Local Features,’ which is published in 2019-CVPR. For further read, refer https://arxiv.org/pdf/1905.03561.pdf …
Why Switch to Convolutional Neural Networks?
Author(s): Suraj Dubey Originally published on Towards AI. Deep Learning Photo by Bluehouse Skis on Unsplash “Whatever you are studying right now, if you are not getting up to speed on deep learning, neural networks, etc., you lose. We are going through …
COVID-19: Face Mask Detection Using Deep Learning and OpenCV
Author(s): Ravideep Singh Originally published on Towards AI. Computer Vision, Deep Learning, Data Science in the Real World Construct a CNN model and check whether a person is wearing a mask or not in real-time Photo by cottonbro from Pexels COVID-19 has …
Deep Learning (CNN) — Discover the Breed of a Dog in an Image
Author(s): Saniya Parveez Originally published on Towards AI. Deep Learning Introduction Convolutional Neural Networks (CNNs) are deep learning networks, which are excellent in object recognition of images. Its design is inspired by a part of the brain called the visual cortex. The …
How I Identify the Yoga Poses with CV in 7 steps
Author(s): Gencay I. Originally published on Towards AI. Identify Yoga Poses with Computer Vision using Deep Learning and CNNs — A Data Science Approach Image by Author There is no doubt that yoga has become increasingly popular over the years, with millions …
Nexus
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Computer Vision Creating an object detection model the streamlined way An in-depth guide on how to create a chess object detection model. Training data is available at my repo. No-code interfaces are revolutionizing the …
Keras for Multi-label Text Classification
Author(s): Aman Sawarn Originally published on Towards AI. https://pixabay.com/photos/wintry-dawn-secret-light-trees-4532412/ Machine Learning CNNs and LSTMs architectures for Multi-Label Text Classification using Keras Multi-label classification can become tricky, and to make it work using pre-built libraries in Keras becomes even more tricky. This blog …
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