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Xiaojian "JJ" Deng's Projects

aesthetic_score icon aesthetic_score

Simple and quick function to calculate the aesthetic score of an image

aind2-cnn icon aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

amazon_review_tools icon amazon_review_tools

Tools for Scraping Amazon Product Reviews as well as gauging sentiment and other NLP related functions

auto_zettelkasten icon auto_zettelkasten

Automatically takes a collection of texts and creates a Zettelkasten out of them using Machine Learning and NLP

bag-of-words icon bag-of-words

Python Implementation of Bag of Words for Image Recognition using OpenCV and sklearn

bag-of-words-image-classifier icon bag-of-words-image-classifier

My final project for the Udacity Machine Learning course: an image classifier that implements incremental learning, allowing it to learn new examples without having to retrain from scratch every time!

caption_generator icon caption_generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

describeimage icon describeimage

A framework for automatically creating text descriptions for images.

disss-fast.ai-notes icon disss-fast.ai-notes

Applying Tim Ferris's DISSS Metalearning system to learn and create documentation for the Fast.ai Deep Learning library

dped icon dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

easy_image icon easy_image

Detect faces and cache them in the image EXIF for easier and faster retrieval! Plus wrappers for OpenCV and Dlib and various scripts and classes to make facial recognition easier.

easygan icon easygan

A modular implementation of Generative Adversarial Networks in Keras

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

facetools icon facetools

A collection of tools related to facial recognition

fastai icon fastai

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

fastai_reddit icon fastai_reddit

Use Fast.ai's NLP deep learning methods to imitate a Reddit user

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

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