Accessible AI for Wildlife Image Classification Project Receives a Google Grant
Author(s): Tadeusz Bara-Slupski Originally published on Towards AI. Human activity has put enormous pressure on natural habitats across the world. Many species are finding it difficult to survive in the era of climate change and environmental degradation. Biodiversity conservation practitioners and researchers …
Why Perceptron Neurons Need Bias Input?
Author(s): Caio Davi Originally published on Towards AI. How to avoid bias input in Neural Networks? Please, just don’t. Everybody knows what is the neural network bias input. And everybody uses it since the very first Perceptron implementation. But why we use …
AI Writes Shakespearean Plays
Author(s): Andre Ye Originally published on Towards AI. Train a Recurrent Neural Network to imitate Shakespeare Source. Image free to share and use commercially. FLORIZEL: Should she kneel be? In shall not weep received; unleased me And unrespective greeting than dwell in, …
NLP News Cypher | 03.08.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Nikolas Noonan on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.08.20 It Rages that Way Onward, we go. In last week’s column, I posed a problem w/r/t the …
Staying Afloat as a Data Science Writer is Tough but Rewarding
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. You have to keep reinventing yourself and keep thinking of new ideas all the time. Once you conceive an idea, work hard to convert the idea into a full article. Photo by …
Anomaly Detection with MIDAS
Author(s): Nunzio Logallo Originally published on Towards AI. How can we detect anomalies more accurately and faster? Anomaly detection in graphs is a severe problem finding strange behaviors in systems, like intrusion detection, fake ratings, and financial fraud. To minimize the effect …
Sparsely Connected Custom model-The Simplest Way
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. GoogLeNet architecture has sparsely connected layers instead of densely connected layers. Reference: TDS Have you …
Custom Network with Resnet, Densenet, Inception blocks
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Have you ever thought of experimenting to build a network with different blocks from Resnet, …
The Stop Button Paradox
Author(s): Shivam Mohan Originally published on Towards AI. The stop button paradox has been a long-standing unsolved problem in the field of artificial intelligence, with very few proposed solutions that can convincingly solve, even the toy version of the problem. Let’s see …
Have We Learned our Lessons from Italy and South Korea?
Author(s): Bindhu Balu Originally published on Towards AI. Credits: Tracking India’s Coronavirus Spread[WIP] Explore and run machine learning code with Kaggle Notebooks U+007C Using data from multiple data sources www.kaggle.com Python Code and Data Source Location: BindhuVinodh/Covid-19-India Contribute to BindhuVinodh/Covid-19-India development by …
Flattening the Coronavirus Curve
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. What it means, and what we can all do to mitigate the spread Image simulated by Benjamin O. Tayo “Stay at home and save lives. It’s a time of shared national sacrifice, …
Surprisingly Powerful Dataset Exploration Techniques For Rookies
Author(s): Beltus Nkwawir Originally published on Towards AI. Lets explore the COVID-19 dataset and others with interestingly simple yet powerful techniques. Photo by CDC on Unsplash COVID-19 dataset download complete! What now? You must be thinking. That is exactly what I used …
Jupyter Notebook Keyboard Shortcuts for Beginners
Author(s): Magdalena Konkiewicz Originally published on Towards AI. Learn the most important shortcuts to improve your productivity while working with Jupyter notebook editor. Photo by cocoparisinenne on Pixabay When you start with Jupyter notebook most of the people use the menu bar …
When GraphSAGE Meets Pinterest
Author(s): Edward Ma Originally published on Towards AI. Photo by Pinterest In the previous stories, we introduced Introduction to Graph Embeddings, Random Walk in Node Embeddings, and 4 Graph Neural Networks. I would like to further extend to PingSAGE. It was proposed …
Coronavirus Cases in Highly Industrialized Countries
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Italy has been hit the hardest among top industrialized nations. Japan and Russia have the least number of cases and deaths. Italy and the USA are projected to overtake China in the …
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