AI on the Edge β An AI Nerd Series |#01-Pilot
Author(s): Rakesh Acharya Originally published on Towards AI. AI on the Edge β An AI Nerd Series U+007C#01-Pilot The advent of Edge Computing and the need to bring AI to Edge In the beginning, there was one big computer. Soon we started …
Sentiment Prediction of Google Play Store Reviews with Tensorflow 2.0
Author(s): Juan Manuel Ciro Torres Originally published on Towards AI. Photo by Austin Distel on Unsplash How to train your own algorithm to classify the sentiment of the reviews of your app from scratch You spend hours and hours creating your app, …
Custom Object Detection using EfficientDet- The Simplest way
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Object Detection In this article, I am going to show you how to create your custom object detector using Monkβs EfficientDet. I am assuming that you already know pretty basics of deep learning …
Multi-resolution Image Processing and Compression
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. Reference: Google Image Table of contents Multi-scale Image processing Image pyramids Image pyramids using OpenCV …
How to Get Profits in Grape Farming Using YoloV3
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. Grapes detection The YoloV3 Training Secrets Ok, so youβve decided on the crop (Custom Object, …
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, …
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. Letβs see …
RFBNet: Custom Object Detection training with 6 lines of code
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. In a previous article, we have built a custom object detector using Monkβs RetinaNet. In …
Review: DCNv2 β Deformable ConvNets v2 (Object Detection & Instance Segmentation)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Enhanced DCN / DCNv1, More Deformable, Better Results Deformable RoI Pooling In this article, Deformable ConvNets v2 (DCNv2), by the University of Science and Technology of China and Microsoft Research Asia (MSRA), is reviewed. …
Spotting Controversy with NLP
Author(s): Jo Stichbury Originally published on Towards AI. Applying BERT to analyze ESG topics in financial services In this article, Iβll introduce you to a hot-topic in financial services and describe how a leading data provider is using data science and NLP …