Starred repositories
Keras implementation based on Tensorflow and dataset SCSE-Eddy for article "A Deep Framework for Eddy Detection and Tracking from Satellite Sea Surface Height Data"
A global Lagrangian eddy dataset based on satellite altimetry (GLED v1.0)
A collection of algorithms to autonomously identify and track mesoscale ocean eddies in sea surface height (SSH) satellite data
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
🤘 awesome-semantic-segmentation
deep learning for image processing including classification and object-detection etc.
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies
[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition
说话人识别（声纹识别）算法的Python实现。包括GMM（已完成）、GMM-UBM、ivector、基于深度学习的声纹识别（self-attention已完成）。
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Faster Whisper transcription with CTranslate2
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.
[VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
This curated list contains python packages for time series analysis
Official implementation of Earthformer
Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning