sushmab27,github

convlstm-autoencoder

Prototype for a convolutional autoencoder, not debugged yet.

deep-learning-image-similarity

Takes 2 images and says how similar they are based on Euclidean distance of feature vectors

dncnn-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

dvn

Reference implementation for Structured Prediction with Deep Value Networks

gan_colorizer

Using a GAN to colorize grayscaled images

hybridimagematching

The Hybrid Image Matching (HIM) method that combines the deep learning approach with the feature point matching to image classification.

image-classification-by-keras-and-tensorflow

Image Classification using Keras as well as Tensorflow.

This is supplementary material for the manuscript: "Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks" M. Anthimopoulos, S. Christodoulidis, L. Ebner, A. Christe and S. Mougiakakou IEEE Journal of Biomedical and Health infomatics (2018)

one-shot-mann

Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

svm_image_classification

Image classification using svm

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow_demo

Tensorflow Demo for my TF in 5 Min Video on Youtube

torch_dcec

Pytorch Deep Clustering with Convolutional Autoencoders implementation

unsupervised-image-clustering

An unsupervised image clustering algorithm that uses VGGNet for image transformation. Python, scikit-learn and tensorflow.

vid_summ

Unsupervised Object-Level Video Summarization with Online Motion Auto-Encoder

videoseg

[CVPR 2017] Video motion segmentation and tracking

weighted-sparse-coding-for-video-summarization

Codes for paper of "Spatial and Temporal Scoring for Egocentric Video Summarization"

youtube-8m

Starter code for working with the YouTube-8M dataset.

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