728x90 반응형 AI24 Vehicle Interior Detection (3) ▤ 목차DataData plays a pivotal role in the success of AI-driven solutions, particularly in applications like Socar's vehicle contamination detection project. The quality, quantity, and diversity of data directly influence the performance, accuracy, and reliability of the AI model. In this project, data serves as the foundation for training, validating, and refining the deep learning model, enablin.. 2025. 1. 23. Vehicle Interior Detection (2) ▤ 목차Proof of ConceptResearch and DevelopmentThis section presents the configuration of the project, detailing the data collection strategies, technical methodologies, anticipated outcomes, and a structured implementation plan. The research and development phase is integral to transforming the theoretical concept into a practical, AI-driven solution that addresses the identified challenges effect.. 2025. 1. 22. Vehicle Interior Detection (1) ▤ 목차Proof of ConceptThe Intention of the ProjectThe Socar app facilitates a structured and user-centric workflow that simplifies the car rental process into three main stages: renting, accessing, and returning the vehicle. The first stage, renting a car, begins with clients selecting a date, time, and location that aligns with their travel needs. This step provides flexibility to users, allowing.. 2025. 1. 21. Vehicle Interior Detection (0) ▤ 목차OverviewThe Vehicle Interior Detection project was a company-affiliated initiative designed to explore innovative ways to enhance the company’s application and services by integrating advanced artificial intelligence (AI) systems. The primary objective of this project was to simplify and improve the user experience through the application of AI-driven solutions. The scope of the project is s.. 2025. 1. 16. 2022 LG Uplus AI Ground (0) ▤ 목차Competition OverviewThe AI competition, hosted by LG U+ and organized by Upstage, focused on leveraging artificial intelligence to enhance content recommendations within the child-centric media platform "아이들나라 (Children's Country)." This platform caters to young children and their families, offering a wide range of content, from engaging character-driven entertainment to educational material.. 2025. 1. 15. 2nd K-AI Manufacturing Competition (3) ▤ 목차Model Evaluation and ResultsLoss Function and Training ProgressLoss Function:The model was trained using the binary cross-entropy loss function, which is well-suited for binary classification tasks. It calculates the divergence between the predicted probabilities and the true labels, guiding the model's optimization.Binary cross-entropy ensures that the model penalizes incorrect predictions .. 2025. 1. 15. 이전 1 2 3 4 다음 728x90 반응형
