mjDelta/tensorflow-examples

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Created over 7 years ago
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mjDelta/tensorflow-examples

mjDelta

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Classical Tensorflow Examples on DeepLearning

deeplabv3plus-keras

deeplabv3plus (Google's new algorithm for semantic segmentation) in keras：Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

relation-gcn-pytorch

pytorch implementaion of Relational Graph Convolutional Networks

CV-in-ADAS-pytorch

This repo includes Unet, Spatial CNN (S-CNN) and VPNet for lane segmentation, and YOLO, Faster-RCNN, Stereo-RCNN for vehicle detection.

Jupyter Notebook

attention-mechanism-keras

attention mechanism in keras, like Dense and RNN...

yolo2-keras

detecting Red Blood Cell with yolov2

Jupyter Notebook

kervolution-under-adversarial-attack-pytorch

implement Kervolutional Neural Networks (CVPR, 2019) and compare with CNN under the white box attack

Jupyter Notebook

face-recognition-keras

Face recognition based on facenet with several networks as backends

keras-center-loss-MNIST

keras implementation of A Discriminative Feature Learning Approach for Deep Face Recognition based on MNIST

Jupyter Notebook

Filtered-Backprojection-python

Filtered Backprojection Algorithm for CT images reconstruction under parallel projections

Kaggle-Statoil-C-CORE-Iceberg-Classifier-Challenge

Statoil/C-CORE Iceberg Classifier Challenge's codes

Jupyter Notebook

Nucleus-Segmentation

semantic segmentation task on nuclei images

ProteinInterfacePredictionWithGCN

Dataset from 'Protein Interface Prediction using Graph Convolutional Networks'; GCN algorithm from 'SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS'

LSTM-

sin(x) function fitting using LSTM

keras-examples

Some basic examples with keras

Jupyter Notebook

Advanced-Keras-Tensorflow-Usage

Some advanced keras usage, like self-defined layer, seq_to_seq, unpooling, crf...

Medical_Image_Data

some medical data's description

Jupyter Notebook

VGGNET-for-Kaggle-DataCastle

Build my own classifier for Kaggle's DataCastle based on VGG16

GAN-pytorch

DeepLearning-udacity

Google's DeepLearning tutorials from udacity

stock-forecast-based-on-major-shareholders-investment-perspective

Stock trend prediction based on major shareholders' investment perspective