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ml-edu's Projects

crfrnn_layer

A Lasagne layer (and supporting Theano Ops) for the CRF-as-RNN layer.

cspn

Convolutional Spatial Propagation Network

cuda-sample

CUDA official sample codes

cudaotsu

Otsu's method thresholding and image binarization on GPU in CUDA

cutmix-pytorch

Official Pytorch implementation of CutMix regularizer

cyclic-learning-schedulers-pytorch

A PyTorch Implementation of popular cyclic learning rate schedules

dan

Official implementation of DAN

danet

DANet: Divergent Activation for Weakly Supervised Object Localization，in ICCV 2019

dbal

Implementation of Deep Bayesian Active Learning with Image Data with modAL (python module for Active Learning)

dbalwithimgdata

Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)

dbpn-pytorch

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

dcls-sr

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

dcsrn

An implementation of BRAIN MRI SUPER RESOLUTION USING 3D DEEP DENSELY CONNECTED NEURAL NETWORKS

ddlcn

[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network

ddp_unet

3D U-Net for pytorch DDP training

decouplednet

DecoupledNet: Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation

deep-active-learning

Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)

deep-geometry-learning-papers

"Just as all things speak about God to those that know Him, and reveal Him to those that love Him, they also hide Him from all those that neither seek nor know Him."― Blaise Pascal

deep-image-prior

Image restoration with neural networks but without learning.

deep-sad-pytorch

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

deep-segmentation

Deep Learning methods for semantic segmentation with weakly labelled data

deep-storm

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

deepguidedfilter

Official Implementation of Fast End-to-End Trainable Guided Filter, CVPR 2018

deeplearning

Deep learning driven structured illumination microscopy

deeplearningexamples

Deep Learning Examples

deeplift

Public facing deeplift repo

deepsplines

Learning Activation Functions in Deep (Spline) Neural Networks

deepuncer

uncertainty in deep learning models

deit

Official DeiT repository

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

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