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Table of Contents Understanding a Real-Time Object Detection Network: You Only Look Once (YOLOv1) Configuring Your Development Environment Having Problems Configuring Your Development Environment? What Are Single-Stage Object Detectors? You Only Look Once (YOLO) End-to-End Unified Detection Process Comparing YOLOv1…

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…

Table of Contents Text Detection and OCR with Google Cloud Vision API Google Cloud Vision API for OCR Obtaining Your Google Cloud Vision API Keys Prerequisite Steps to Enable Google Cloud Vision API and Download Credentials Configuring Your Development Environment…

Table of Contents Ideating the Solution and Planning Experiments Ideating the Solution Go with Your Gut Approaching Incrementally Approach Fundamentally Combine Existing Thoughts Simple Yet Effective Is It Enough? Act as a Reviewer Planning Experiments Choose Your Baselines Perform Standard…

Table of Contents Text Detection and OCR with Microsoft Cognitive Services Microsoft Cognitive Services for OCR Obtaining Your Microsoft Cognitive Services Keys Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Creating Our Configuration File Implementing the…

Table of Contents Text Detection and OCR with Amazon Rekognition API Configuring Your Development Environment Amazon Rekognition API for OCR Obtaining Your AWS Rekognition Keys Installing Amazon’s Python Package Having Problems Configuring Your Development Environment? Project Structure Creating Our Configuration…

Table of Contents Choosing the Research Topic and Reading Its Literature Choosing Your Research Topic Find Something That Excites You and Is Relevant to the Community Try to Find a Domain Where the Literature Is Not Very Crowded Work with…

In this tutorial, you will learn to improve text detection speed with OpenCV and GPUs. This tutorial is the last in a 4-part series on OCR with Python: Multi-Column Table OCR OpenCV Fast Fourier Transform (FFT) for Blur Detection in…

In this tutorial, you will learn how to OCR video streams. This lesson is part 3 of a 4-part series on Optical Character Recognition with Python: Multi-Column Table OCR OpenCV Fast Fourier Transform (FFT) for Blur Detection in Images and…