NVlabs/GCVit

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

PythonShelldeep-learningbackboneimagenetcocoobject-detectionsemantic-segmentationvisual-recognitionade20kself-attentionpre-trainpre-trained-modelimagenet-classificationvision-transformer
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Global Context Vision Transformer (GC ViT) This repository presents the official PyTorch implementation of Global Context Vision Transformers (ICML2023) Global Context Vision Transformers Ali Hatamizadeh, Hongxu (Danny) Yin, Greg Heinrich, Jan Kautz, and Pavlo Molchanov. GC ViT achieves state-of-the-art results across image classification, object detection and semantic segmentation tasks. On ImageNet-1K dataset for classification, GC ViT variants with 51M, 90M and 201M parameters achieve 84.3,...
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