Ade20k Panoptic Eomt Large 640
This paper proposes a method to reinterpret Vision Transformer (ViT) as an image segmentation model, demonstrating ViT's potential in image segmentation tasks.
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Release Time : 3/26/2025
Model Overview
By redesigning the ViT architecture, this model can effectively perform image segmentation tasks, expanding the application scope of ViT.
Model Features
Innovative Application of ViT Architecture
Innovatively applies the ViT architecture originally designed for image classification to image segmentation tasks
Efficient Segmentation Capability
Demonstrates the effectiveness of Transformer architecture in pixel-level prediction tasks
Model Capabilities
Image segmentation
Pixel-level prediction
Semantic segmentation
Use Cases
Computer Vision
Medical Image Analysis
Used for organ or lesion area segmentation in medical images
Autonomous Driving Scene Understanding
Used for object segmentation and recognition in road scenes
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