Model: DevBhuyan/Skin-Lesion-Segmentation
Author: DevBhuyan
Pipeline: image-segmentation
Library: keras
Tags: keras, tensorflow, image-segmentation, en, dataset:zs389/isic2016, dataset:heroza/isic2017_classification, base_model:Sadiksmart0/unet, base_model:finetune:Sadiksmart0/unet, license:apache-2.0, model-index, region:us
Base models (finetune): id: Sadiksmart0/unet
Card metadata: license: apache-2.0
datasets: zs389/isic2016, heroza/isic2017_classification
language: en
metrics: accuracy, precision, recall, f1
base_model: Sadiksmart0/unet, glasses/densenet201
pipeline_tag: image-segmentation
library: tensorflow
model-index: name: Skin-Lesion-Segmentation
results: task: type: image-segmentation
dataset: name: isic2016
type: image
metrics: name: accuracy
type: float
value: 98.04
verified: no, name: precision
type: float
value: 97.09
verified: no, name: IoU (jaccard index)
type: float
value: 90.86
verified: no, name: F1-score (dice coefficient)
type: float
value: 94.78
verified: no, task: type: image-segmentation
dataset: name: isic2017
type: image
metrics: name: accuracy
type: float
value: 93.06
verified: no, name: precision
type: float
value: 98.63
verified: no, name: IoU (jaccard index)
type: float
value: 89.97
verified: no, name: F1-score (dice coefficient)
type: float
value: 94.35
verified: no
tags: tensorflow, keras
Likes: 0 | All-time downloads: 0
Created: 2025-01-24 18:17:10