DLyzhou's repositories
psa
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018
robin
RObust document image BINarization
SPG
Self-produced Guidance for Weakly-supervised Object Localization
ecg-classification
Code for training and test machine learning classifiers on MIT-BIH Arrhyhtmia database
ECG-Arrhythmia-classification
ECG arrhythmia classification using a 2-D convolutional neural network
DepthNets
Code for "Unsupervised Depth Estimation, 3D Face Rotation and Replacement", NeurIPS 2018
DSRG
Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR2018)
dcgan_code
Deep Convolutional Generative Adversarial Networks
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
Joint-Segment-level-and-Pixel-wise-Losses-for-Deep-Learning-based-Retinal-Vessel-Segmentation
A new segment-level loss for accurate retinal vessel segmentation
chinese_ocr
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
Guided-Attention-Inference-Network
Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.
DenseNet
DenseNet implementation in Keras
ACoL
Adversarial Complementary Learning for Weakly Supervised Object Localization
cnn_finetune
Fine-tune CNN in Keras
retina-unet
Retina blood vessel segmentation with a convolutional neural network
V-GAN-tensorflow
A tensorflow implementation of "Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks"
DenseNet-Keras
DenseNet Implementation in Keras with ImageNet Pretrained Models
glaucoma-hemodynamics
This code corresponds to our MICCAI 2018 paper on retinal hemodynamics simulation. If you use this code, please cite: Orlando, JI, Barbosa Breda, J, van Keer, K, Blaschko, MB, Blanco, PJ and Bulant, C. "Towards a glaucoma risk index based on simulated hemodynamics from fundus images". MICCAI 2018.
PRM
Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)
ECG-ML-DL-Algorithm-Python
Basic Algorithm For Beginners （Python version）
Vessel-wgan-pytorch
An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》
PyTorch-SE-ResNet
SE-ResNet PyTorch Version
Targeted-Adversarial-Attack
A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
cytonRL
reinforcement learning, deep Q-network, double DQN, dueling DQN, prioritized experience replay
Train_with_mixed_batch_keras
Train a multi-task learning model to estimate age, gender and emotion of an input face
CAM
Class Activation Mapping
Keras-Class-Activation-Map
Class Activation Map using Keras