nnunet
Datasets
All datasets matching “nnunet”prostate128_t2_anatomy_nnUNet_3d_fullres_20_epochprostate158_nnUNet_3d_fullres_20_epochnnUNet-Breast-Cancer-Ultrasound
🎗️ Breast Ultrasound Dataset for nnU-Net v2
This repository contains the formatted dataset for breast ultrasound segmentation, prepared for use with nnU-Net v2. The dataset has been preprocessed and structured according to the nnUNet v2 dataset format for easy training and inference.
📌 Dataset Overview
Original Dataset: Breast Ultrasound Images Dataset
Task: Breast Ultrasound Segmentation
Input Data: 2D ultrasound images of the breast
Target Labels: Segmentation… See the full description on the dataset page: https://huggingface.co/datasets/veyselozdemir/nnUNet-Breast-Cancer-Ultrasound.universal-lesion-segmentation-nnunetnnUNetPlans_3d_fullres_KiTS19#######################################################################
Please cite the following paper when using nnU-Net:
Isensee, F., Jaeger, P. F., Kohl, S. A., Petersen, J., & Maier-Hein, K. H. (2021). nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation. Nature methods, 18(2), 203-211.
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sam3-low-dice-2d-nnunet
SAM3 low-Dice 2D datasets for nnU-Net
Private research export of two small 2D datasets on which the balanced-finish
SAM3 LoRA validation Dice was below 0.5. The purpose is to test whether a
dataset-specific nnU-Net can fit these data and to distinguish data/training
limitations from inference bugs.
Dataset
SAM3 Dice
SAM3 IoU
Evaluated validation images
Actual SAM3 training images
DRIVE
0.212233
0.118717
2
14
RAVIR
0.224709
0.128455
2
16
The two-image validation… See the full description on the dataset page: https://huggingface.co/datasets/MedicalSAM3/sam3-low-dice-2d-nnunet.