Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: dice-loss
abhi1kumar/SeaBird
[CVPR 2024] Official PyTorch Code of SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects
Language: Python - Size: 20.9 MB - Last synced: about 13 hours ago - Pushed: about 16 hours ago - Stars: 50 - Forks: 4
yakhyo/unet-pytorch
🚗 | UNet implementation using PyTorch | CARVANA Dataset | Car Segmentation
Language: Jupyter Notebook - Size: 319 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 4 - Forks: 0
yakhyo/crack-segmentation
🚧 | Road crack segmentation using PyTorch
Language: Jupyter Notebook - Size: 107 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 13 - Forks: 3
CoinCheung/pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
Language: Python - Size: 127 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 2,113 - Forks: 371
Mr-TalhaIlyas/Loss-Functions-Package-Tensorflow-Keras-PyTorch
Loss function Package Tensorflow Keras PyTOrch
Size: 152 KB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 48 - Forks: 4
1044197988/TF.Keras-Commonly-used-models
基于Tensorflow的常用模型,包括分类分割、新型激活、卷积模块,可在Tensorflow2.X下运行。
Language: Python - Size: 133 KB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 173 - Forks: 78
ahirsharan/MTL-Segmentation
Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net
Language: Python - Size: 290 KB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 21 - Forks: 6
shalabh147/Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks
Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.
Language: Jupyter Notebook - Size: 282 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 140 - Forks: 37
maudzung/TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch
Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)
Language: Python - Size: 21.6 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 496 - Forks: 137
seungjunlee96/U-Net_Lung-Segmentation
Application of U-Net in Lung Segmentation-Pytorch
Language: Python - Size: 2.41 MB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 23 - Forks: 10
saadwazir/HistoSeg
HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This repo contains the code to Test and Train the HistoSeg
Language: Python - Size: 22.8 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 11 - Forks: 4
cjymz886/modeling-data-imbalance-with-different-losses
compare the performance of cross entropy, focal loss, and dice loss in solving the problem of data imbalance
Language: Python - Size: 1.06 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 5
vliu15/3d-brain-tumor-segmentation
Volumetric MRI brain tumor segmentation using autoencoder regularization
Language: Python - Size: 20 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 45 - Forks: 8
Tensor46/TensorMONK
A collection of deep learning models (PyTorch implemtation)
Language: Python - Size: 130 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 20 - Forks: 6
morowenka/semantic-segmentation
Here I solved the problem classification of the skin lesions.
Language: Jupyter Notebook - Size: 5.66 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
junqiangchen/Image-Segmentation-Loss-Functions
some loss functions of image segmentation
Language: Python - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 61 - Forks: 15
adityajn105/brain-tumor-segmentation-unet
Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.
Language: Jupyter Notebook - Size: 1.18 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 21 - Forks: 19
anwai98/Loss-Functions
Different Loss Function Implementations in PyTorch and Keras
Language: Jupyter Notebook - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0