Computer Vision

From LeNet to EfficientNet: Choosing the Best CNN Architecture for Your Project — Working in computer vision and machine learning is amazing because every few months, someone comes up with something crazy that completely changes your perspective on what is feasible. Convolutional Neural Networks (CNNs) are a type of artificial neural network that has revolutionized the field of computer vision, particularly in image…

Mahabharata’s Legacy Reimagined by AI Generations — “You have the right to perform your duty, but you are not entitled to the fruits of your action.” — Lord Krishna Generative AI, also known as creative AI or artificial creativity, refers to the use of machine learning algorithms to generate new and original content, such as images, music…

Training a custom YOLOv7 model in PyTorch and converting it to TensorFlow.js for real-time offline detection on the browser — Recently, I open-sourced an implementation of YOLOv7 in Tensorflow.js and the most common question I received was: How did you convert the model from PyTorch to Tensorflow.js? This post will cover this process by solving a real-world problem using a custom YOLOv7 model running directly on the browser and offline.

What is Histogram? It is a way to visually represent the distribution of a dataset by dividing it into equal intervals (or “bins”) and counting the number of data points that fall into each bin. The resulting bars in the histogram display the frequency of the data points that belong to each bin.

[Vision-Language models — ViT] Brief Paper review: An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Paper: An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale, https://arxiv.org/pdf/2010.11929v2.pdf =============================================================== Background and Intro Comparing to transformer models’ dominance in NLP, its application in CV started late…

Insights from Fynd’s visit to The Indian Conference on Computer Vision, Graphics & Image Processing 2022 — The Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP) is the premier conference in computer vision, graphics, image processing, and related fields. The ICVGIP 2022 took place at IIT Gandhinagar. The Computer Vision Research team at Fynd got a chance to attend! The 3-day event included exciting events…

Have you ever thought about a tool for making elections fully transparent and forge-free? Our team did and had already created one — a computer vision system called «the Revisor». We, a team of enthusiasts from Russia, have developed this tool to give everyone the ability to verify official election…

Jayant Kochhar | Aditya Mangal | SHIVPOOJAN SAINI | Insurance Samadhan Let me start by setting a tone for this blog which shall help you decide if you should give it a read. This blog is written with the intent to introduce you to a list of Full-Reference evaluation metrics…