Holliemin9090's repositories
Mammographic-mass-CAD-via-pseudo-color-mammogram-and-Mask-R-CNN
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN
boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
brain-segmentation-pytorch
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
brainstorm
Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
dropblock
Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
early-stopping-pytorch
Early stopping for PyTorch
EfficientUnet-PyTorch
A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder
keras-yolo3-1
A Keras implementation of YOLOv3 (Tensorflow backend)
probabilistic_unet
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
Pytorch-CapsuleNet
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Pytorch-UNet-1
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
PyTorch_YOLOv4
PyTorch implementation of YOLOv4
ResUnet
Pytorch implementation of ResUnet and ResUnet ++
roc-star
Loss function which directly targets ROC-AUC
SegWithDistMap
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
surface-distance
Library to compute surface distance based performance metrics for segmentation tasks.
TCIApathfinder
R client for The Cancer Imaging Archive REST API
tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
yolov3-tf2
YoloV3 Implemented in Tensorflow 2.0
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite