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Object Detection Motion Recognition Machine Learning Manual Work Comparative Study Recognition Technique Sports Events Marine Environment Mobile Application(APP) Synthetic Images Data Sets Sports Science Tracking Objects Generative Adversarial Network Object Motion Player Tracking 3d Convolutional Neural Network Classification System Deep Learning Models High-Value Detection Method Image-Based Multi-Object Tracking Data Augmentation Recognition Of Objects Need For Maritime Surveillance Location Information(GPS) Identification System Convolution Neural Network(CNN) Network System Multiple Objects High Accuracy Soccer Analysis Deep Learning Network Excellent Performance Automatic Extraction Advantages And Disadvantages Content Analysis Data Learning Detailed Method Environment Data Fine-Grained Object Detector Position Error Processing Speed Security Problems Trajectory Analysis Average Speed Class Prediction Data Generation High-Quality Global Positioning System(GPS) Identification Technology License Plate Prototype System Rapid Growth Smart Devices Sports Games Synthetic Image Generation Security Issues Transmission Bandwidth Tracking Technique Traffic Control Tracking Failure Video Sequences Video Tracking Measuring Similarity Identification Techniques Object Description Detection Performance Event Analysis Edge Detection Gradient Method Neural Network Learning Objective Analysis Performance Verification Post-Processing Method Recognition Accuracy Recognize Objects Statistical Analysis Sports Analysis Training Data Analysis Data American Football Background Substraction Context-Based Detection And Tracking Event Recognition Technology Quantitative Analysis Large-Scale Data Mobile Devices Medical Field Manual Operation Network Model Object Category Recognition Of Motion Screen Capturing Visual Data Analysis System Academic Research Conventional Methods Classification Models Moving Distance Maritime Traffic Marine Object Object Location Recommendation Engine Structural Analysis Synthetic Data Ship Type Classification 3D CNN Learning Technology Control Center Deep Learning Tracking Deterministic Finite Automata Deep Leaning Gale-Shapley Algorithm Gan-Based Identification Information Long Video Sequence Neural Network Training Non-Visual Object Tracking System Processing Tool Preprocessing Methods Panoramic View Social Networking Service(SNS) Social Issues Spatiotemporal Characteristics Speed Performance Tracking Ability Virtual Model Automatic Recognition Computer Vision(CV) Evaluation Indicators Event Data Knowledge Distillation Model Development Pattern Matching Soccer Event Recognition Small Size Data Type Accuracy Comparison Basic Data Content Understanding Classification Performance Error Correction Experiment Results Failure Rate Image Processing Technique Motion Information Real-Time Tracking System Construction Visual Object Tracking Service Provider Ship Classification