Ганичев А.А. - Нейронные сети в научных исследованиях - 13. Сегментация и детектирование

In this lecture, the speaker covers various topics in computer vision, including tasks, autoencoders, loss functions for segmentation, detection, loss for detectors, evaluation of detection quality, and transformers for segmentation. The lecture is structured with timestamps: 0:00:17 – tasks of computer vision; 0:15:32 – autoencoder; 0:28:47 – loss functions for segmentation; 0:41:30 – detection; 1:10:38 – loss for detector; 1:35:21 – evaluation of detection quality; 1:42:24 – transformers for segmentation.