18720936539

18720936539's Stars

• dair-ai/ml-visuals

  🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

  13.3k1.4k

• nkicsl/OIA

  Ophthalmic Image Analysis Dataset

  377

• aleju/imgaug

  Image augmentation for machine learning experiments.

  Language:Python14.4k2.4k

• titu1994/DenseNet

  DenseNet implementation in Keras

  Language:Python706294

• CoinCheung/pytorch-loss

  label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

  Language:Python2.2k374

• niecongchong/DANet-keras

  keras-Dual Attention Network for Scene Segmentation

  Language:Jupyter Notebook6734

• DeepMotionAIResearch/DenseASPP

  DenseASPP for Semantic Segmentation in Street Scenes

  Language:Python34970

• clovaai/CutMix-PyTorch

  Official Pytorch implementation of CutMix regularizer

  Language:Python1.2k159

• yuni1314/ASPP_Attn_U-Net

  Language:Python92

• lukemelas/EfficientNet-PyTorch

  A PyTorch implementation of EfficientNet

  Language:Python7.9k1.5k

• google-research/noisystudent

  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252

  Language:Python752100

• Tony607/Focal_Loss_Keras

  Multi-class classification with focal loss for imbalanced datasets

  Language:Jupyter Notebook8236

• rwightman/gen-efficientnet-pytorch

  Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

  Language:Python1.6k214

• qubvel/efficientnet

  Implementation of EfficientNet model. Keras and TensorFlow Keras.

  Language:Python2.1k471

• yu4u/mixup-generator

  An implementation of "mixup: Beyond Empirical Risk Minimization"

  Language:Jupyter Notebook28447

• fupiao1998/res2net-keras

  Keras implementation of a res2net module with tf banckend

  Language:Python1610

• weiaicunzai/awesome-image-classification

  A curated list of deep learning image classification papers and codes

  2.8k597

• mrgloom/awesome-semantic-segmentation

  :metal: awesome-semantic-segmentation

  10.5k2.5k

• clguo/DRNet_Keras

  DENSE RESIDUAL NETWORK FOR RETINAL VESSEL SEGMENTATION

  Language:Python121

• yashgupta-7/Medical-Image-Segmentation

  [Pytorch] U-Net and R2U-Net models for Image Segmentation. Results are shown for STARE/DRIVE datasets.

  Language:Jupyter Notebook254

• PlanTL-GOB-ES/Biomedical-Word-Embeddings-for-Spanish

  Biomedical Word embeddings generated from Spanish Biomedical corpora.

  105

• junqiangchen/Image-Segmentation-Loss-Functions

  some loss functions of image segmentation

  Language:Python6417

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python5.8k1.1k

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.8k599

• MIC-DKFZ/nnUNet

  Language:Python5.7k1.7k

• ieee8023/covid-chestxray-dataset

  We are building an open database of COVID-19 cases with chest X-ray or CT images.

  Language:Jupyter Notebook3k1.3k

• JunMa11/SOTA-MedSeg

  SOTA medical image segmentation methods based on various challenges

  1.5k201

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.5k1.7k

• NifTK/NiftyNet

  [unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

  Language:Python1.4k404

• balavenkatesh3322/CV-pretrained-model

  A collection of computer vision pre-trained models.

  1.3k190