Optical Flow Estimation, Panoptic Segmentation, and Vision Transformers with Fatih Porikli - #579
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Evaluating Machine Learning Models: Metrics and Benchmark Datasets
This chapter explores the performance metrics used for assessing machine learning models in segmentation tasks, focusing on mean Intersection over Union (IOU) and benchmark datasets. It emphasizes the advancements in segmentation methodologies and highlights the submissions of state-of-the-art results.
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