MLearing
Artificial intelligence related research, involving Machine learning, Deep learning and Computer vision
Guangxi UniversityCollege of Computer and Electronic Information, Guangxi University, Nanning, China
Pinned Repositories
ANTs-1.9.x-Linux
Nipype-N4BiasFieldCorrection-Bin, The files has made in bin
Caffe-CascadeCNN
Implementation based on the paper Li et al., “A Convolutional Neural Network Cascade for Face Detection, ” 2015 CVPR
Keras-Brats-Improved-Unet3d
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
Keras-Deeplab-v3-plus
deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Keras-DropBlock
DropBlock:A regularization method for convolutional networks
Keras-RCNN
Rich feature hierarchies for accurate object detection and semantic segmentation
Keras-Unet
U-Net: Convolutional Networks for Biomedical Image Segmentation
Pytorch-DeepLab-v3-plus
deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Pytorch-TuSample-DUC
Understanding Convolution for Semantic Segmentation, web: 1. https://zhuanlan.zhihu.com/p/26659914 2. https://blog.csdn.net/u011974639/article/details/79460893
Tensorflow-Deeplab-v3
deeplab v3: Rethinking Atrous Convolution for Semantic Image Segmentation
MLearing's Repositories
MLearing/Keras-Brats-Improved-Unet3d
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
MLearing/Keras-Deeplab-v3-plus
deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
MLearing/Pytorch-TuSample-DUC
Understanding Convolution for Semantic Segmentation, web: 1. https://zhuanlan.zhihu.com/p/26659914 2. https://blog.csdn.net/u011974639/article/details/79460893
MLearing/Keras-RCNN
Rich feature hierarchies for accurate object detection and semantic segmentation
MLearing/Keras-DropBlock
DropBlock:A regularization method for convolutional networks
MLearing/ANTs-1.9.x-Linux
Nipype-N4BiasFieldCorrection-Bin, The files has made in bin
MLearing/Keras-Faster-RCNN
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
MLearing/Tensorflow-PyramidBox
PyramidBox: A Context-assisted Single Shot Face Detector
MLearing/C-EasyPR
An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.
MLearing/C-HyperLPR
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
MLearing/C-Pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials. 《Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs》
MLearing/Darkflow-Yolo-v1-v2
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
MLearing/HyperDL-Tutorial
深度学习教程整理 | 干货
MLearing/Keras-Contrib
Keras community contributions (eg:common normalization, crf ...... )
MLearing/Keras-Focal-Loss
Focal Loss for Dense Object Detection
MLearing/Keras-Switchable-Normalization
Differentiable Learning-to-Normalize via Switchable Normalization
MLearing/Keras-Tensorflow-CRF
Conditional Random Fields as Recurrent Neural Networks (Tensorflow)
MLearing/Keras-Tensorflow-Deep-Learning
Detailed introduction to machine learning and deep learning
MLearing/Keras-Tensorflow-Mask-RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
MLearing/Keras-Yolo-v3
YOLOv3: An Incremental Improvement
MLearing/keras-yolo3-detection
YOLO v3 物体检测算法
MLearing/Machine-Learning
Some simple machine learning algorithm
MLearing/Python-Netron
Visualizer for deep learning and machine learning models
MLearing/Pytorch-PAN
Pyramid Attention Networks for Semantic Segmentation.
MLearing/Stronger-yolo
Improve yolo with latest paper
MLearing/Tensorflow-DeepMedic
Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation,web:https://www.medicalimageanalysisjournal.com/article/S1361-8415(16)30183-9/fulltext
MLearing/Tensorflow-Gan-Mnist
Generative Adversarial Nets, web:https://blog.csdn.net/lxllzl/article/details/78494071 ,
MLearing/Tensorflow-Models
Models and examples built with TensorFlow
MLearing/Tensorflow-MTCNN
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
MLearing/Tensorflow-Spatial-Transformer-Network
A Tensorflow Implementation of Spatial Transformer Networks