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Table of Contents Best Machine Learning Datasets Brief Background of Machine Learning Importance and Role of Datasets in Machine Learning Helping You Find the Best Datasets Computer Vision Datasets Object Detection What Is Object Detection Object Detection Datasets Racetrack Personal…

Table of Contents Google Gemini 1.5 Review: Million-Token AI Changes Everything What Is a Large Language Model (LLM)? What Is Google Gemini? Google Gemini 1.5 Reaction Splashing Cold Water on Gemini 1.5 Gemini Advanced vs. Gemini 1.0 Pro Gemini Advanced…

Table of Contents Ensuring Your Research Stays Visible and General Tips Camera Ready and Acknowledgments Open Source (arXiv, GitHub, and Project Page) Social Media Patents Submitting to Workshops and Journals Preparing Poster and Video Attending the Conference General Tips Reviewing…

Table of Contents Introduction to the YOLO Family Introduction to Object Detection Challenges History of Object Detection What Are Single-Stage Object Detectors? YOLOv1 YOLOv2 YOLOv3 YOLOv4 YOLOv5 Mosaic Data Augmentation Quantitative Benchmark YOLOv5 Nano Release YOLOv5n Compared with YOLOv4-Tiny PP-YOLO…

Optical character recognition, or OCR for short, is used to describe algorithms and techniques (both electronic and mechanical) to convert images of text to machine-encoded text. We typically think of OCR in terms of software. Namely, these are systems that:…

In this tutorial, you will learn about the PyTorch deep learning library, including: What PyTorch is How to install PyTorch on your machine Important PyTorch features, including tensors and autograd How PyTorch supports GPUs Why PyTorch is so popular among…

We’ll study the fundamentals of neural networks in depth. We’ll start with a discussion of artificial neural networks and how they are inspired by the real-life biological neural networks in our own bodies. From there, we’ll review the classic Perceptron…

In this tutorial, you will learn how to build image pairs for training siamese networks. We’ll implement our image pair generator using Python so that you can use the same code, regardless of whether you’re using TensorFlow, Keras, PyTorch, etc.…

In this post, I interview Maria Rosvold and Shriya Nama, two high schoolers studying computer vision and robotics. Together, they are competing in in the 2020 RoboMed competition, part of the annual Robofest competition, a robotics festival designed to promote…