MadhavEsDios

Canny-Edge-Detector

An easy to understand implementation of the Canny Edge Detection Algorithm in python

ACE

Attack on Confidence Estimation algorithm from the paper "Disrupting Deep Uncertainty Estimation Without Harming Accuracy"

CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

data-augmentation-techniques

datasets

TFDS is a collection of datasets ready to use with TensorFlow

deep-learning-coursera

glossary

https://machinelearning.wtf/ - An online glossary of machine learning terms.

human-activity-recognition

Recognise human activities using LSTM's

improved-gan

code for the paper "Improved Techniques for Training GANs"

Laplace

Laplace approximations for Deep Learning.

Linear-Regression

An extremely easy to understand python implementation of Lin Reg , using cost minimaztion and gradient-descent rather than auto-fitting libraries.

machine-learning-coursera

mnist-tensorflow

Simple notebooks to classify MNIST dataset using TensorFlow

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pixel-rnn

An explanation of the generative modelling concept of Pixel RNN's

second.pytorch

SECOND for KITTI object detection

Temporal-Selection-ArcGIS-AddIn

This is a Temporal Selection add-in created using the ArcGIS Pro C# add-in API

tfds-pix3d

In this repo, I attempt to create a tensorflow-datasets dataset builder for the Pix3D dataset

transfer-learning-cnn

vision

Datasets, Transforms and Models specific to Computer Vision

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.