Model development and deployment involve designing, training, optimizing, and deploying computer vision models for tasks such as detection, classification, segmentation, and tracking, with ongoing improvements for accuracy and performance. Image and video processing focus on analyzing visual data, applying preprocessing techniques, and handling real-time and batch workflows. Data annotation and evaluation include preparing labeled datasets, assessing model performance, and improving data quality, while optimization and troubleshooting ensure efficient operation by enhancing speed, resolving pipeline issues, and monitoring deployed models.
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