Blog - Ashish Singh

Enhancing AI-Generated Image Detection with Smarter Patch Selection

Improving the Single Simple Patch (SSP) method for AI-generated image detection through intelligent patch selection, multi-patch support, and enhanced preprocessing techniques.

Bringing Color to Black and White Images with Deep Learning

Exploring the implementation of a conditional GAN-based image colorization system that breathes new life into black and white imagery through deep learning techniques.

Open-Sourced RAG Pipeline: Revolutionizing Document Processing

A comprehensive guide to our open-sourced Retrieval-Augmented Generation pipeline, featuring multi-format document support, state-of-the-art language models, and efficient vector storage.

Inter-IIT Vital Extraction Challenge: Revolutionizing Healthcare with Computer Vision

A deep dive into our award-winning solution for extracting vital signs from ECG monitor images using advanced computer vision techniques.

Understanding Neural Style Transfer: A Deep Dive into Artistic AI

Exploring the fascinating world of Neural Style Transfer (NST), where we combine the content of one image with the artistic style of another using deep learning techniques.

Pixel Spotter: Deep Learning for Precise Pixel Localization

A deep learning approach to predict the coordinates of a single white pixel in a 50x50 grayscale image, comparing baseline CNN and pre-trained ResNet18 models.