Reading: ESRGAN — Enhanced Super-Resolution Generative Adversarial Networks (Super Resolution & GAN)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Deep Learning Outperforms SRCNN, EDSR and RCAN, and SRGAN. Also, won the First Place in PIRM2018-SR challenge ESRGAN can have a sharper result than SRGAN In this story, Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN), …
Clash Royale API: Looping Query for Data Collection
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Data Science A few days ago I had the idea of applying factor analysis to the decks of the Clash Royale players in order to classify them into hierarchies. Unfortunately, I realized that I …
Image Processing Based Vehicle Number Plate Detection and Speeding Radar
Author(s): M Khorasani Originally published on Towards AI. Using computer vision to develop an inexpensive DIY speeding and traffic radar Image by author The scope of this tool is to implement an image processing-based traffic radar that detects vehicle number plates and …
Reading: MegDet — A Large Mini-Batch Object Detector, 1st Place of COCO 2017 Detection Challenge (Object Detection)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Computer Vision Large Mini-Batch Size of 256 With Warmup Learning Rate Policy and Cross-GPU Batch Normalization, the training time is reduced From 33 hrs To 4 hrs mmAP increases much faster with 256-batch In …
Summarizing A.I. Articles using A.I. (What else??)
Author(s): Jair Ribeiro Originally published on Towards AI. This is how I’m using Artificial Intelligence to summarize my favorite articles about… Artificial Intelligence and build a weekly newsletter. I read an endless number of articles every week about A.I., and I believe …
Object Detection — Most Important “B” Detectors and Use-cases for Smart Cities
Author(s): Mihir Rajput Originally published on Towards AI. Computer Vision Source: Scnsoft Let’s dive in. In this article will cover the following objects detection. Bus/Heavy Vehicle Detection Birds Detection Baseball bat Detection Bicycle Detection Bottle Detection (The world environment day special!) These …
Neural Networks from Scratch with Python Code and Math in Detail— I
Author(s): Towards AI Editorial Team Originally published on Towards AI. Building neural networks from scratch. From the math behind them to step-by-step implementation coding samples in Python with Google Colab Top highlight Source: Pixabay Author(s): Pratik Shukla, Roberto Iriondo Last updated December …
Colorizing Black & White images with Deep Learning
Author(s): Jair Ribeiro Originally published on Towards AI. Deep Learning Source: Colorful Image Colorization Richard Zhang, Phillip Isola, Alexei A. Efros University of California, Berkeley Since the beginning of photography, Image colorization may have been reserved for those with artistic talent in …