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TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Automated Conversation Analysis transcription and manipulation tool developed at the Tufts Human Interaction Lab
Tools to analyze transcripts produced by Gailbot
A collection of MATLAB scripts for calculating gait features from pose-tracked data
Gait analysis using marker-less pose estimation with OpenPose
On gaze deployment to audio-visual cues of social interactions
Gaze Estimation using Deep Learning, a Tensorflow-based framework.
A keras port of swook/GazeML for pupil, iris and eye-lid detection
This project aims to build a model that enables researchers to make quantitative arguments about environmental awareness and cultural change. The dataset has been taken from reddit which has the data from local news of the region for which we are analyzing the environmental changes and also from scholarly articles. We will be using an open-sourced neural network-based technique for Natural Language Processing called BERT (Bidirectional Encoder Representations from Transformers). BERT has been pre-trained on the whole English Wikipedia and can be further fine-tuned on smaller task-specific datasets.
Accuracy comparison of a Bayesian Network and an LSTM in detecting Alzheimer's symptoms on the Pitt Corpus: https://dementia.talkbank.org/access/English/Pitt.html
A course on getting started with the Twitter API v2 for academic research
Global-Local Attention for Emotion Recognition
Accepted by Journal of Speech Communication (CCF-B).
Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge
A modular pipeline to extract several facial features from videos such as face landmarks, eye gaze direction, head pose and Action Units
A corpus of 100,000 happy moments
CNNs and Stacked denoising autoencoders for human activity recognition using Keras
AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors
Transformer for Human Activity Recognition
Intertial-based Human Activity Recognition with Transformers
Resources (conference/journal publications, references to dataset) for harmful memes detection.
The Harmonized Pre-processing Toolkit for Dementia Bank
Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).
Catalog of abusive language data
Highly comparative time-series analysis code repository
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.