Model: Snarcy/RedDino-base
Author: Snarcy
Pipeline: image-feature-extraction
Library: timm
Tags: timm, pytorch, safetensors, red-blood-cells, hematology, medical-imaging, vision-transformer, dino, dinov2, feature-extraction, foundation-model, image-feature-extraction, dataset:Elsafty, dataset:Chula, dataset:DSE, arxiv:2508.08180, license:cc-by-4.0, model-index, region:us
Card metadata: datasets: Elsafty, Chula, DSE
library_name: timm
license: cc-by-4.0
pipeline_tag: image-feature-extraction
tags: red-blood-cells, hematology, medical-imaging, vision-transformer, dino, dinov2, feature-extraction, foundation-model
model-index: name: RedDino-base
results: task: type: image-classification
name: RBC Shape Classification
dataset: name: Elsafty
type: Classification
metrics: type: Weighted F1
value: 88.1
verified: no, type: Balanced Accuracy
value: 89.3
verified: no, type: Accuracy
value: 88.2
verified: no, type: Weighted F1
value: 83.8
verified: no, type: Balanced Accuracy
value: 78.6
verified: no, type: Accuracy
value: 83.8
verified: no, type: Weighted F1
value: 85.9
verified: no, type: Balanced Accuracy
value: 57.9
verified: no, type: Accuracy
value: 86
verified: no
Likes: 1 | All-time downloads: 671
Created: 2025-02-26 12:33:36