Data · dataset · 2023
Implementation of ['YOLO-OB: An improved anchor-free real-time multi-scale colon polyp detector in colonoscopy']
Listed in Teesside University Research Data Repository
This repo is the implementation of ['YOLO-OB: An improved anchor-free real-time multi-scale colon polyp detector in colonoscopy'] The deep learning-based object detection algorithm is currently one of the most effective methods for improving polyp detection during colonoscopy.
Description
This repository proposes a new model called YOLO-OB based on YOLOv3. It improves network's feature fusion capacity by adopting the Spatial Pyramid Pooling (SPP) and the Bi-directional Feature Pyramid Network (BiFPN) modules.
It also employs the ObjectBox detection head, which uses a center-based anchor-free box regression strategy that can detect polyps of different sizes on feature maps of any scale.
Links
Where it is published
- DOI doi.org/10.17632/xj3x7vmsdg.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Earth & Environmental Science
Provenance · 1 source records, 6 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/xj3x7vmsdg.1 | 5 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |