kaixinhuaihuai's repositories
imgclsmob
Sandbox for training deep learning networks
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
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
tutorials
MONAI Tutorials
efficientnet-yolo3-pytorch
这是一个efficientnet-yolo3-pytorch的源码，将yolov3的主干特征提取网络修改成了efficientnet
Basic_CNNs_TensorFlow2
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
shap
A game theoretic approach to explain the output of any machine learning model.
DeepSurvivalMachines
Deep Survival Machines - Fully Parametric Survival Regression
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
ML_Practice
ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
keras_efficientnet_v2
self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.
imgaug
Image augmentation for machine learning experiments.
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
multisurv
Multimodal deep learning model for long-term cancer survival prediction
efficientnet_keras_transfer_learning
Transfer Learning with EfficientNet in Keras
STIC-model
Source code for SpatialExtractor-TemporalEncoder-Integration-Classifier (STIC) model
boruta_py
Python implementations of the Boruta all-relevant feature selection method.
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
MAML-keras
Using keras and tf build MAML
image-classifier-keras
Some basic neural network implement by tf2.0
TensorFlow2.0_ResNet
A ResNet(ResNet18, ResNet34, ResNet50, ResNet101, ResNet152) implementation using TensorFlow-2.0.
image_class
基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet
pymrmr
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
efficientnet-1
Implementation of EfficientNet model. Keras and TensorFlow Keras.
openslide-python
Python bindings to OpenSlide
gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
4Dsurvival
Deep learning cardiac motion analysis for survival prediction