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4m17-2-optimisation-alg

4M17 coursework 2 algorithm implementation

air_writing

Online Hand Writing Recognition using BLSTM

awesome-skeleton-based-action-recognition

Skeleton-based Action Recognition

convnets-as-gps

Code for "Deep Convolutional Networks as shallow Gaussian Processes"

coursera-machine-learning-stanford

Machine learning-Stanford University

dd-net

A lightweight network for body/hand action recognition

deeplearning.ai-assignments

deepmimic

Motion imitation with deep reinforcement learning.

deepspeechrecognition

A Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gesture-keyboard-traj-gen

Simulating Realistic Human Motion Trajectories of Mid-Air Gesture Typing

gesture-recognition

Recognizing Swiping Gestures on a touchscreen using SHARK2 Decoder

graph-neural-network-review

hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handwriting_recogition_using_adversarial_learning

"Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

handwritten-line-text-recognition-using-deep-learning-with-tensorflow

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

hl2ss

HoloLens 2 Sensor Streaming.

indic-swipe

IndicSwipe is a collection of datasets and neural model architectures for decoding swipe gesture inputs on touch-based Indic language keyboards across 7 languages.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

msr-action-recognition

MSR Action Recognition Datasets and Codes

nonlinear_emerge

notebooks-3m1

Jupyter notebooks (Python) for the course 3M1 at the Department of Engineering, University of Cambridge

online-handwritten-character-recognition-capacitive-sensors

Evaluation of different machine learning models on the task of online handwritten character recognition

optimisation-algorithms

Collection of optimisation algorithms used for 4m17

optimisationalgorithms

An implementation of an Evolution Strategy and a Tabu Search for 4M17 coursework submission

sample-code-4m17

MATLAB code from a fourth year engineering module 4M17 investigating Keane's Bump Function