ONNX Model Zoo

BlairFerg/diabetic-retinopathy-detection

By BlairFerg · ↓ 0 · ♥ 0 · Updated 2025-02-12

What's in this repo

This page lists the files in BlairFerg/diabetic-retinopathy-detection, including best.onnx, dr_detect_model.onnx.

  • 2 ONNX models (.onnx files)
  • 11 files, including 3 .png, 2 .onnx, 1 .md, 1 .yaml, 1 .pt, 1 .csv
  • Last updated 2025-02-12

ONNX files

File Size Download
best.onnx — Download
dr_detect_model.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

Diabetic Retinopathy Detection

This web application uses YOLOv8 and the Messidor dataset for classifying retinal images into "Normal" or "Diabetic Retinopathy".

Features

  • Retina image classification
  • Powered by FastAPI backend
  • Flask frontend with user-friendly interface

Installation

BlairFerg/diabetic-retinopathy-detection

Model info

onnx region:us
↓ 0 ♥ 0

Created: 2025-02-10

Updated: 2025-02-12

View on Hugging Face

Files (11)

.gitattributes
README.md
args.yaml
best.onnx ONNX
best.pt
confusion_matrix.png
confusion_matrix_normalized.png
dr_detect_model.onnx ONNX
results.csv
results.png
val_batch1_pred.jpg

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