# Attention Gating PVT(AGPVT)
Simultaneous Segmentation and Classification Deep Learning Model for Esophageal Lesions

Supported disease:

Normal Esophagus(Health), Esophageal Protruded Lesions, Esophagitis, Barrett Esophagus, Esophageal Cancer

## Recommend dataset for testing: 

MICCAI 2015 Endoscopic Vision Challenge: https://endovissub-barrett.grand-challenge.org/

Endoscopy Disease Detection and Segmentation (EDD2020): https://edd2020.grand-challenge.org/


## Other information:
Train datasets are not publicly available due to patients privacy reasons. 
The initial backbone weights can be downloaded from: https://github.com/whai362/PVT 


{"license": "apache-2.0"}
transformers pytorch safetensors AGPVT feature-extraction custom_code license:apache-2.0 has_space region:us