Gayathri Mahalingam's repositories
3DSegmentation
3D segmentation using UNet
caffe-segnet-cudnn5
This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.
caffe-tensorflow
Caffe models in TensorFlow
cnn-registration
A image registration method using convolutional neural network features.
CTPN
Implement the training process of CTPN. [https://github.com/tianzhi0549/CTPN]
dl-docker
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
dvtb-container
This is a docker container that encapsulates all of the annoying steps to get yosinski/deep-visualization-toolbox working
EM_aligner_python
Python version of Khaled Khairy's EM_aligner, supporting distributed assembly and solve
flownet2-docker
Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
FoldingNet
Organized code for the paper "FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation" (CVPR 2018).
image_servers
Image server modules for development of deep learning or image processing.
Janelia_Pipeline
Janelia_Pipeline_Scripts
labelme
Image Annotation Tool with Python.
NucleiSegmentation
cGAN-based Multi Organ Nuclei Segmentation
OpticalFlowToolkit
Python-based optical flow toolkit for existing popular dataset
py-faster-rcnn-docker
Docker image with py-faster-rcnn
pytorch-unet
Simple PyTorch U-Net for semantic segmentation of fish images.
SegNet-Tutorial
Files for a tutorial to train SegNet for road scenes using the CamVid dataset
selectivesearch
Selective Search Implementation for Python
synthetic-data-generator
Blender environment to create synthetic data for deep learning purpose
Tensorflow-Segmentation
Semantic image segmentation in Tensorflow
tf-lift
Tensorflow port of LIFT (ECCV 2016), with training code.
unet
unet for image segmentation
universal-correspondence-network
A TensorFlow implementation of the Universal Correspondence Network paper.