DongliangSong
I am a PhD candidate in Xiamen University, Xiamen, China.
Xiamen universityXiamen, Fujian
Pinned Repositories
20_style-model-for-image-style-fusion-and-transfer
北京大学软件与微电子学院《人工智能实践》课程项目第6小组,新加入APP功能,项目代码持续完善中。
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
ConvNeXt
Code release for ConvNeXt model
CSBDeep
Image restoration for fluorescence microscopy
Deep-STORM
Official implementation of Deep-STORM for dense 2D localization microscopy
DeepSTORM3D
DeepSTORM3D implemented in Pytorch
DeepTrack-2.0
DeepTrack-2.0
matlab-storm
GUIs and functions for analyzing STORM data in MATLAB
NWU-Spectra-Analysis-Toolbox
tensorflow
An Open Source Machine Learning Framework for Everyone
DongliangSong's Repositories
DongliangSong/autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
DongliangSong/AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
DongliangSong/Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
DongliangSong/awesome-biological-image-analysis
A curated list of software, tools, pipelines, plugins etc. for image analysis related to biological questions.
DongliangSong/CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
DongliangSong/coding-interview-university
A complete computer science study plan to become a software engineer.
DongliangSong/conv_visulization
A technical report on convolution arithmetic in the context of deep learning
DongliangSong/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
DongliangSong/Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
DongliangSong/Deep-Learning-Interview-Book
深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)
DongliangSong/DoM_Utrecht
Detection of Molecules plugin for ImageJ, Utrecht University
DongliangSong/FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
DongliangSong/keras-mmoe
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
DongliangSong/latexify_py
A library to generate LaTeX expression from Python code.
DongliangSong/llm-actions
本项目旨在分享大模型相关技术原理以及实战经验。
DongliangSong/openmicroscopy
OME (Open Microscopy Environment) develops open-source software and data format standards for the storage and manipulation of biological light microscopy data. A joint project between universities, research establishments and industry in Europe and the USA, OME has over 20 active researchers with strong links to the microscopy community. Funded by
DongliangSong/python-microscopy
The python-microscopy environment - an open-source package for light microscopy
DongliangSong/ray-optics
A web app for creating and simulating 2D geometric optical scenes, with a gallery of (interactive) demos.
DongliangSong/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
DongliangSong/self-llm
《开源大模型食用指南》基于Linux环境快速部署开源大模型,更适合**宝宝的部署教程
DongliangSong/sparse-deconv-py
Official Python implementation of the 'Sparse deconvolution'-v0.3.0
DongliangSong/storm-analysis
STORM movie analysis code
DongliangSong/time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
DongliangSong/TRAIT2D
TRAIT2D is a cross-platform Python software package with compilable graphical user interfaces (GUIs) to support Single Particle Tracking experiments.
DongliangSong/transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
DongliangSong/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
DongliangSong/tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
DongliangSong/tsfel
An intuitive library to extract features from time series.
DongliangSong/U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation
DongliangSong/ZeroCostDL4Mic
ZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy