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ace

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

canny-edge-detector

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

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.