Create a Dataset for Object Detection
Author(s): Pushkar Pushp Originally published on Towards AI. Computer Vision Create a Dataset for Object Detection Source: Unsplash Introduction The first step for most computer vision tasks such as classification, segmentation, or detection is to have custom data for your problem set. …
Combine datasets using Pandas merge(), join(), concat() and append()
Author(s): Vivek Chaudhary Source: Pexels In the world of Data Bases, Joins and Unions are the most critical and frequently performed operations. Almost every other query is an amalgamation of either a join or a union. Using Pandas we perform similar kinds …
Jupyter Notebook for Data Science Coding Exercise
Author(s): Benjamin Obi Tayo Ph.D. Some coding challenge problems would specify that a formal project report be submitted together with a Jupyter notebook or R Script file Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
TensorFlow Callbacks in Action
Author(s): Abhinav Prakash In layman terms, if I want to introduce callbacks, then it’s the controller by which you can control your plane. Without these controllers, you’re not having any control over the plane, and you’ll crash. Callbacks: from keras.io, a callback is …
Bayes’ Theorem Explained
Author(s): Benjamin Obi Tayo Ph.D. Bayes’ theorem is crucial for interpreting the results from binary classification algorithms, and a most know for aspiring data scientists Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Reading: ESRGAN — Enhanced Super-Resolution Generative Adversarial Networks (Super Resolution & GAN)
Author(s): Sik-Ho Tsang 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), by The Chinese University of Hong Kong, Chinese …
NLP News Cypher | 05.10.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Hendrik Cornelissen on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 05.10.20 Traveler And we’re back. We’ve released another update to the Big Bad NLP Database! Another 50 datasets …
Sign Language Classification Using Monk AI
Author(s): Shubham Gupta Originally published on Towards AI. Computer Vision Sign language is a communication tool for deaf and dumb people in which hand, facial and body movements are used to communicate. There are over 135 different sign languages all around the …
Estimating a Classifier Performance Just by Looking at the Distributions
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Most of the time, when our AI is not performing as we wish, we might blame the algorithms behind the model. However, a programmer with enough experience knows that the quality of the data …
Outline
Author(s): Sik-Ho Tsang Originally published on Towards AI. Review: DBPN & D-DBPN — Deep Back-Projection Networks For Super-Resolution (Super Resolution) Iterative Up & Down Projection Units, Outperforms SRCNN, FSRCNN, VDSR, DRCN, DRRN, LapSRN, and EDSR In this story, Deep Back-Projection Networks (DBPN) …
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