Grounding Dino for open set object detection скачать в хорошем качестве

Grounding Dino for open set object detection

This video talks about Grounding Dino - Dino's "open set" object detection brother that allows to detect objects from novel categories zero shot, as well as detect objects using referring expressions like "the lion most to the right". This video is part of broader series: Modern Object Detection - from YOLO to Transformers    • Modern Object Detection: from YOLO to tran...  . Check out this playlist for other object detection videos, including source code reads for Grounding Dino predecessors - DETR, Deformable DETR, DAB DETR, DN DETR and Dino. Important links: Original paper: https://arxiv.org/pdf/2303.05499 GLIP paper - another open set object detection model with some explanations regarding training setup and datasets https://openaccess.thecvf.com/content... 00:00 - Intro 02:08 - Prerequisites 05:12 - Dino overview 13:05 - Bert overview 15:39 - Grounding Dino Inputs and Outputs 21:37 - Sub Sentence Level Attention Mask 24:29 - Cross Modality Feature Enhancer 30:06 - Language Guided Query Selection 35:32 - Cross Modality Decoder 39:19 - Token Output 41:00 - Training Data 48:05 - Results & Next Up