Sivaramakrishnan Rajaraman's repositories
prepare-data-for-UNet
This repo contains how I prepared my data for zhixuhao's UNet implementation
dataset-distillation
Dataset Distillation
tbcnn
A convolutional neural network for tuberculosis diagnosis from frontal chest X-Rays
Keras-Weighted-Binary-Cross-Entropy
loss function for keras
VariationalAutoencoder
An IPython notebook explaining the concepts of Variational Autoencoders and building one using Keras to generate new faces.
Unet_MedicalImagingSegmentation
A U-Net deep learning model for Segmentation of CT Images
receptivefield
Gradient based receptive field estimation for Convolutional Neural Networks
Keras-OneClassAnomalyDetection
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
BCDU-Net
BCDU-Net : Medical Image Segmentation
spektral
Graph Neural Networks with Keras and Tensorflow.
BCCD_Dataset
BCCD (Blood Cell Count and Detection) Dataset is a small-scale dataset for blood cells detection.
CycleGAN-Keras
Keras implementation of CycleGAN using a tensorflow backend.
cycle-gan-keras
A keras implementation of CycleGAN
keras_UNET_segmentation
Keras implementation of a UNET for image segmentation
blur-pool-keras
Keras implementation of BlurPool layers described in "Making Convolutional Networks Shift-Invariant Again" (Zhang)
keras-loss-functions
Examples of Keras loss functions
Residual-Attention-Network
Keras Implementation Residual Attention Network
GaborNet
Deep CNN with Gabor filters
FaceGenKerasVae
Generating faces using a variational autoencoder in Keras with Tensorflow
Making-Convolutional-Networks-Shift-Invariant-Again-Tensorflow
Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"
keras-stochastic-weight-averaging
Keras callback function for stochastic weight averaging
wgan-gp-anomaly
gan, wgan-gp, anomaly detection, unsupervised, pytorch
KerasFuzzy
This is an attempt to implement neuro-fuzzy system on keras
DL-CNN-CheXpert-data
cs230 project codes and results