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