Gradio Tutorial

I recently had a POC to present to my team. It was an image similarity project in the retail space. I was looking for a simple tool to demo the top N similar image for a given query i...

Segmentation data annotation cvat

In this article, I will walk you through the process of annotating images for instance segmentation using the cvat.org website.

Serving Tensorflow to 300 million predictions per second

This paper presents the process of transitioning machine learning models to the Tensorflow framework at a large scale in an online advertising ecosystem.

Statistically stopping of neural network training

Paper: Statistically Significant Stopping of Neural Network Training

Visualize feature maps

In this article, I will visualize the feature maps in a neural network. Since the focus of this article is to visualize the feature maps, I am using a tutorial neural network training...

Exploring Siamese Network

Exploring Simple Siamese Representation Learning

Multi-Model Ensemble via Adversarial Learning

Complete IoU

The loss functions are the major driving force in training a good model. In Object detection and Instance segmentation tasks, the most widely used loss function is Intersection over U...

Named Entity Recognition