prouast
My research focuses on human-centered applications of deep learning and computer vision.
Newcastle, Australia
Pinned Repositories
aes-avalanche
Implementation of the Rijndael algorithm to encrypt/decrypt 128-bit block with 128-bit key and measure the avalanche effect
coinmarketcap-scraper
Python-based scraper for market cap, supply, exchange price, and exchange volume data from coinmarketcap.com
cryptocurrency-analysis
Analysis and visualisation of the cryptocurrency market
deep-intake-detection
A deep neural network implementation for detection of food and drink intake gestures from video.
equirectangular-remap
Generate maps for conversions from spherical to equirectangular video in ffmpeg
heartbeat
Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.
heartbeat-android
Mobile implementation of Remote Photoplethysmography – Measuring heart rate using facial video.
heartbeat-js
JavaScript implementation of Remote Photoplethysmography – Measuring pulse rate using facial video.
inertial-sensor-processing
Import and processing of inertial sensor data for intake gesture recognition. Support for Clemson Cafeteria, Food Intake Cycle, and OREBA datasets.
video-sensor-processing
Import and processing of video sensor data for intake gesture recognition. Support for OREBA dataset.
prouast's Repositories
prouast/heartbeat
Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.
prouast/cryptocurrency-analysis
Analysis and visualisation of the cryptocurrency market
prouast/coinmarketcap-scraper
Python-based scraper for market cap, supply, exchange price, and exchange volume data from coinmarketcap.com
prouast/heartbeat-js
JavaScript implementation of Remote Photoplethysmography – Measuring pulse rate using facial video.
prouast/heartbeat-android
Mobile implementation of Remote Photoplethysmography – Measuring heart rate using facial video.
prouast/equirectangular-remap
Generate maps for conversions from spherical to equirectangular video in ffmpeg
prouast/deep-intake-detection
A deep neural network implementation for detection of food and drink intake gestures from video.
prouast/video-sensor-processing
Import and processing of video sensor data for intake gesture recognition. Support for OREBA dataset.
prouast/inertial-sensor-processing
Import and processing of inertial sensor data for intake gesture recognition. Support for Clemson Cafeteria, Food Intake Cycle, and OREBA datasets.
prouast/aes-avalanche
Implementation of the Rijndael algorithm to encrypt/decrypt 128-bit block with 128-bit key and measure the avalanche effect
prouast/ctc-beam-search-op
Custom tensorflow op for ctc beam search that keeps track of best alignment for each beam
prouast/prouast.github.io
A minimalistic online card
prouast/AWESOME-FER
A reading list of top Conferences & Journals, focused on facial expression recognition (FER)
prouast/protocentral_healthypi4_arduino
HealthyPi v4 Arduino Library
prouast/prpy
A collection of Python utilities for signal, image, and video processing.
prouast/tensorflow-rwkv
TensorFlow implementation of RWKV layer
prouast/ctc-intake-detection
Automatic detection of intake gestures with CTC from inertial or video data
prouast/custom-op
Guide for building custom op for TensorFlow
prouast/Face-Annotation-Tool
Help you manually label facial landmarks.
prouast/FLAT-O
👁️ Facial Landmark Annotation Tool with OpenCV
prouast/protocentral_healthypi_v4
HealthyPi v4 is a fully open source, standalone vital signs monitor with wireless and wearable capabilities.
prouast/STL10
Python utilities for reading the STL-10 dataset: http://cs.stanford.edu/~acoates/stl10/
prouast/uon_latex_thesis_template
I used this LaTex template for my confimation report and thesis at The University of Newcastle. Adapted from the version published by agarbado.