Finding similar images using Deep learning and Locality Sensitive Hashing
Published:
Blog Transferred to Medium.com.
Blog posts
2019
Real-time Multi-Facial attribute detection using computer vision and deep learning with FastAI and OpenCV
Published:
Blog Transferred to Medium.com.
MultiLayer Perceptron using Fastai and Pytorch
Published:
Blog Transferred to Medium.com.
2018
Leaf Disease detection by Tranfer learning using FastAI V1 library
Published:
Blog Transferred to Medium.com.
Multi-Layer perceptron using Tensorflow
Published:
Blog Transferred to Medium.com.
Building Neural Network from scratch
Published:
In this notebook, we are going to build a neural network(multilayer perceptron) using numpy and successfully train it to recognize digits in the image. Deep learning is a vast topic, but we got to start somewhere, so let’s start with the very basics of a neural network which is Multilayer Perceptron. You can find the same blog in notebook version here.
Solving business usecases by recommender system using lightFM
Published:
In this post, I am going to write about Recommender systems, how they are used in many e-commerce websites. The post will also cover about building simple recommender system models using Matrix Factorization algorithm using lightFM package and my recommender system cookbook. The post will focus on business use cases and simple implementations. The post only cover basic intuition around algorithms and will provide links to resources if you want to understand the math behind the algorithm.
Website launch
Published:
Finally got time to build my own website on Github. This is my first post and I would like to thank Academic Pages which provided with a wonderful repository to help me get started with building this website.