Simple's repositories
1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis
智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
ConvNeXt
Code release for ConvNeXt model
CoSSL
Official PyTorch Implementation of "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning" (CVPR 2022)
DARP
Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)
Deep-rPPG
Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools
image_classification_pytorch
Pytorch实践简单， 方便， 快速训练 图像分类模型
PPG
Photoplethysmogram-based Real-Time Cognitive Load Assessment Using Multi-Feature Fusion Model
Python-100-Days
Python - 100天从新手到大师
pytorch-classification
Classification with PyTorch.
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
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_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
resnet1d
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
SasonChan
Config files for my GitHub profile.
umap
Uniform Manifold Approximation and Projection