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Table of Contents A Better, Faster, and Stronger Object Detector (YOLOv2) Configuring Your Development Environment Having Problems Configuring Your Development Environment? Introduction to YOLOv2 Better Batch Normalization High-Resolution Classifier Convolution with Anchor Boxes Dimension Clusters Direct Location Prediction Fine-Grained Features…

Table of Contents Planning and Writing a Research Paper Section I — Introduction Section II — Related Work Section III — Methodology Sections IV and V — Experiments and Analysis Section VI — Conclusions and Future Work General Tips Argumentative…

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…