How to Deal with Major Challenges in Machine Learning
Author(s): Siddhesh Jadhav Originally published on Towards AI. Best practices for all the common challenges in every step of machine learning problem Photo by bady qb on Unsplash We often get blocked at different steps while working on a machine learning problem. …
Spatial Data Science Simplified
Author(s): Brenda Hali Originally published on Towards AI. Tools to use to perform it and where to learn it Stuck behind the paywall? Read here with my Friend Link For decades, geographers, geologists, researchers, and analysts from a wide variety of fields …
NLP News Cypher | 03.15.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Andrew Coelho on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.15.20 Keep it Movin’ How was your week? U+1F637 Same here. In light of recent events, we released …
Review: G-RMI — 1st Runner Up in COCO KeyPoint Detection Challenge 2016 (Human Pose Estimation)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Two-Stage Top-Down Approach: First, Person Detection. Then, Keypoint Detection. Two-stage Approach In this story, G-RMI for person keypoint detection or human pose estimation, by Google Inc., is reviewed. G-RMI, Google Research, and Machine Intelligence …
The Role of Dataset Classes in Transfer Learning
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 Photo by Josh Applegate on Unsplash What do you do with a deep learning model …
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 …
5 Most Important Skills of a Data Scientist
Author(s): Angelia Toh Originally published on Towards AI. Being a Data scientist is considered the sexiest job of the 21st century and with good reason. In Linkedin 2020 Emerging Jobs Reports, Artificial intelligence was named the ‘Jobs of Tomorrow’ due to its …
How to build hierarchical classification for image recognition
Author(s): Michal Lukac Originally published on Towards AI. The game-changing feature that makes deep learning more accessible. Solving computer vision problem of Screw & Nut recognition with hierarchical classification. Photo by JESHOOTS.com from Pexels Nowadays, there are a lot of companies that …
Bad Data Equals Bad Predictive Model
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Always question the source and quality of your data before using it for analysis or model building Image Source: Benjamin O. Tayo Data is key to any data science and machine learning …
Data Science in HealthCare
Author(s): Bindhu Balu Originally published on Towards AI. Medicine and healthcare is a revolutionary and promising industry for implementing data science solutions. Data analytics is moving the medical science to a whole new level, from computerizing medical records to drug discovery and …
Geometric Transformations on Images
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 Table of contents Scaling Translation Rotation Affine Transformation Perspective Transformation Scaling Image scaling refers to …
Image Enhancement
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. Table of contents Image Enhancement Pillow special functions OpenCV CLAHE Image Enhancement Need for Enhancement …
![Features in Image [Part -2]](https://i1.wp.com/miro.medium.com/v2/resize:fit:625/1*ELEtgIoW6AbMuQgGSSyIQA.gif?w=500&resize=500,204&ssl=1 "Features in Image [Part -2]")
Features in Image [Part -2]
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. Feature extraction and visualization using OpenCV and PIL Level A features HoG features Histogram of …
CSV File Format in Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Tutorial on importation and exportation of data in CSV files. Python and R implementations. Python and R functions for importing and exporting data using the csv file format. Image by Benjamin O. …
The Best Data Science Publications to Follow in 2020
Author(s): Magdalena Konkiewicz Originally published on Towards AI. Focusing on Data Science, programming, AI, Machine Learning, and productivity Credit to:ktphotography The popularity of Data Science is growing; more and more companies start to implement Data science solutions to analyze and improve their …
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