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asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

auditory-eeg-challenge-2023-code

breastcancer_detection_via_cnn

This project is based on the research article Breast Cancer Identification via Thermography Image Segmentation with a Gradient Vector Flow and a Convolutional Neural Network. I have managed to successfully train the CNN module, which will classify the thermography images as Brest cancer positive or negative.

celp_codec

Simple CELP voice codec implementation in Python

cnn_for_sign_language_images

sample for teaching

covi

Official code for the ECCV 2022 paper "Contrastive Vicinal Space for Unsupervised Domain Adaptation"

covid-19_model_parameters_qpso

dag-gans

Data Augmentation optimized for GAN

dagan

DAGAN: Data Augmentation Generative Adversarial Networks

deep-rppg

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

drone-detection-using-yolov3

A model to detect drones from images,videos and live stream.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fetal-distress-classification

Project to save innocent infant lives using Cardiotocography and CNN image classification

fundamentals_of_deep_learning

NVIDIA Deep Learning Institute– Fundamentals of Deep Learning

gelp

heart-rate-estimation-from-video-using-cnn

An attempt to measure heart rates in humans using camera-based remote photoplethysmography (RPPG) method

keras-tf-hpc-cuda-class

lpc_vocoder

Simple LPC vocoder in Python

lpcnet

Efficient neural speech synthesis

lpcnet_pytorch

A Pytorch version of LPCNet, including dump weight

maximum-entropy-thresholding-implementation-in-python

Maximum Entropy Thresholding Implementation in Python (OpenCV)

openface

Face recognition with deep neural networks.

opus

Modern audio compression for the internet.

pyvhr

Python framework for Virtual Heart Rate

ragbot

A RAG Bot using Vector DB, LLM, Open AI and LangChain

rppg-heart-rate-estimation-deep-learning-method

stpltpdecoder

Classes for performing analysis and synthesis based on the Short Term Predictor/Long Term Predictor (STP/LTP) speech signal model. This speech signal model originates from the speech coding paradigm known as the Code Excited Linear Prediction (CELP).

timit

The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus.

tu

Deep Neural Network Training Unit

vlaai

Decoding of the speech envelope from EEG using the VLAAI deep neural network