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Ritika Agarwal's Projects

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

course-v3 icon course-v3

The 3rd edition of course.fast.ai - coming in 2019

deep-learning-in-production icon deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepgaze icon deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

dsi-capstone icon dsi-capstone

Identifying diabetic retinopathy using convolutional neural networks (CNN's)

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

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