Pulkit SharmainAnalytics Vidhya4 Types of Distance Metrics in Machine LearningDistance metrics are a key part of several machine learning algorithms. These distance metrics are used in both supervised and…Feb 25, 2020Feb 25, 2020
Pulkit SharmainAnalytics VidhyaWhat are Generative Models and GANs? The Magic of Computer VisionCan you pick out what’s odd in the below collection of images:Jan 13, 20201Jan 13, 20201
Pulkit SharmainAnalytics VidhyaImage Augmentation for Deep Learning using PyTorch — Feature Engineering for ImagesThe trick to do well in deep learning hackathons (or frankly any data science hackathon) often comes down to feature engineering. How much…Dec 5, 2019Dec 5, 2019
Pulkit SharmainAnalytics Vidhya4 Proven Tricks to Improve your Deep Learning Model’s PerformanceI’ve spent the majority of the last two years working almost exclusively in the deep learning space. It’s been quite an experience —…Nov 7, 2019Nov 7, 2019
Pulkit SharmainAnalytics VidhyaDeep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorchI was working on a computer vision project last year where we had to build a robust face detection model. The concept behind that is…Oct 22, 2019Oct 22, 2019
Pulkit SharmainAnalytics VidhyaBuild an Image Classification Model using Convolutional Neural Networks in PyTorchI’m enthralled by the power and capability of neural networks. Almost every breakthrough happening in the machine learning and deep…Oct 1, 20193Oct 1, 20193
Pulkit SharmainAnalytics VidhyaA Beginner-Friendly Guide to PyTorch and How it Works from ScratchEvery once in a while, there comes a library or framework that reshapes and reimagines how we look at the field of deep learning. The…Sep 17, 20191Sep 17, 20191
Pulkit SharmainAnalytics VidhyaStep-by-Step Deep Learning Tutorial to Build your own Video Classification ModelI have written extensive articles and guides on how to build computer vision models using image data. Detecting objects in images…Sep 3, 2019Sep 3, 2019
Pulkit SharmainAnalytics VidhyaWhy is scaling required in KNN and K-Means?KNN and K-Means are one of the most commonly and widely used machine learning algorithms. KNN is a supervised learning algorithm and can…Aug 25, 20193Aug 25, 20193
Pulkit SharmainAnalytics VidhyaImage Classification vs Object Detection vs Image SegmentationThe difference between Image Classification, Object Detection and Image Segmentation in the context of Computer VisionAug 21, 20197Aug 21, 20197