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Dongliang Song's Projects

airpls icon airpls

baseline correction using adaptive iteratively reweighted Penalized Least Squares

anna-palm icon anna-palm

Accelerating Single Molecule Localization Microscopy with Deep Learning

autogluon icon autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

autogpt icon 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.

awesome-backbones icon awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

conv_visulization icon conv_visulization

A technical report on convolution arithmetic in the context of deep learning

csbdeep icon csbdeep

Image restoration for fluorescence microscopy

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

decimer-image-to-smiles icon decimer-image-to-smiles

The repository contains the network and the related scripts for encoder-decoder based Chemical Image Recognition

decode icon decode

This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)

deep-learning-interview-book icon 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)

deep-storm icon deep-storm

Official implementation of Deep-STORM for dense 2D localization microscopy

defocus_deblurring icon defocus_deblurring

Defocus simulations using Disk, Gaussian, Bessel Convoltuions, Zernike Polynomials, Hanser's method. Deblurring by Wiener Filtering and Richardson Lucy Algorithm.

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