Tools

Recommended Models

RTMW3D

Real-Time 3D Body Pose Estimation (Multi Person)

MoveNet MultiPose

Real-Time 2D Multi-Person Pose & Proxemics

BlazePose 3D

Real-Time 3D Body Pose Estimation (Single Person)

Body Emotion Recognition

Body Language & Context Emotion Detection

MobileGaze JS

Real-Time Gaze Estimation

WebEyeTrack

Calibrated Real-Time Eye Tracking

L2CS-Net

Real-Time Gaze Estimation

Sharingan

Real-time gaze following

Gesture Recognizer

Real-Time Multi-Hand Gesture Recognition

Speech to Text

Real-Time Whisper Transcription

Live Speaker Transcript

Real-Time Speech Transcription Attributed to the Speaking Face

Geometric Gesture Classifier

Real-Time Single Hand Gesture Recognition

RTMPose

Real-Time Multi-Person 2D Pose Estimation

rPPG-Toolbox (TS-CAN)

Contactless Heart Rate (Deep rPPG)

Tracking.js Color Tracker

Color Tracking

Run Tool

YOLOv10 Object Detector

Real-Time Object Detection

JS-Aruco Marker Detector

Fiducial Marker Detection

BodyPix

Person Segmentation

FaceMesh

Face landmark detection

Holistic

Pose, Hand Pose, and Face Landmarks All in One

Toxicity

Toxicity Classifier

Run Tool

Speech Emotion Recognition

Real-Time Vocal Emotion Recognition

WhisperX

Speech Recognition with Word-Level Timestamps & Diarization

Run Tool

ConvoKit

Conversational Feature Extraction (Turn-Taking, Politeness, Structure)

Run Tool

GCA Analyzer

Group Communication Analysis (Participation, Responsivity, Social Impact)

Run Tool

Discursis

Conceptual Recurrence & Topic Flow in Conversation

Run Tool

TalkMoves

Teacher & Student Talk Move Classification

Run Tool

CSCL Transcript Measures

Cohesion, Alignment, Hedging, Questions & Help-Seeking from Transcripts

Run Tool

PyFeat

Facial Landmarks + Emotion Recognition

Run Tool

pyannote.audio

Speech Activity Detection

Run Tool

InsightFace

2D&3D deep face analysis toolbox,

Run Tool

SpeechBrain

all-in-one speech toolkit based on PyTorch

Run Tool

MTGS

Mutual Gaze & Joint Attention Detection

Run Tool

Human Detection Counting

Human detection counting

Run Tool

Older Models

PoseNet

2D Pose Estimation

HandPose

Single Hand Keypoints Detector

HandTrack.js

Hand Palm Detector

Multi-HandPose

Hand Keypoints Detector

Face-API.js

Emotion Recognition

Run Tool

WebGazer

Eye Tracking

GazeCloud

Eye Tracking

Heartbeat-js

Heart Rate Detection

Run Tool

Coco SSD Object Detector

Object Detection

jsLDA

Topic Modeling

Run Tool

OpenFace

Facial landmark detection

Run Tool

Whisper

Speech Recognition

Run Tool

OpenPose

Pose Visualization

Run Tool

DeepSpeech

Speech to Text

Run Tool

AlphaPose

Multi-person pose estimator

Run Tool

Recommended Models

RTMW3D

Real-Time 3D Body Pose Estimation (Multi Person) JS

MoveNet MultiPose

Real-Time 2D Multi-Person Pose & Proxemics JS

BlazePose 3D

Real-Time 3D Body Pose Estimation (Single Person) JS

Body Emotion Recognition

Body Language & Context Emotion Detection JS

MobileGaze JS

Real-Time Gaze Estimation JS

WebEyeTrack

Calibrated Real-Time Eye Tracking JS

L2CS-Net

Real-Time Gaze Estimation JS

Sharingan

Real-time gaze following JS

Gesture Recognizer

Real-Time Multi-Hand Gesture Recognition JS

Speech to Text

Real-Time Whisper Transcription JS

Live Speaker Transcript

Real-Time Speech Transcription Attributed to the Speaking Face JS

Geometric Gesture Classifier

Real-Time Single Hand Gesture Recognition JS

RTMPose

Real-Time Multi-Person 2D Pose Estimation JS

rPPG-Toolbox (TS-CAN)

Contactless Heart Rate (Deep rPPG) JS

Tracking.js Color Tracker

Color Tracking JS

YOLOv10 Object Detector

Real-Time Object Detection JS

JS-Aruco Marker Detector

Fiducial Marker Detection JS

BodyPix

Person Segmentation JS

FaceMesh

Face landmark detection JS

Holistic

Pose, Hand Pose, and Face Landmarks All in One JS

Toxicity

Toxicity Classifier JS

Speech Emotion Recognition

Real-Time Vocal Emotion Recognition JS

WhisperX

Speech Recognition with Word-Level Timestamps & Diarization PY

ConvoKit

Conversational Feature Extraction (Turn-Taking, Politeness, Structure) PY

GCA Analyzer

Group Communication Analysis (Participation, Responsivity, Social Impact) PY

Discursis

Conceptual Recurrence & Topic Flow in Conversation PY

TalkMoves

Teacher & Student Talk Move Classification PY

CSCL Transcript Measures

Cohesion, Alignment, Hedging, Questions & Help-Seeking from Transcripts PY

PyFeat

Facial Landmarks + Emotion Recognition PY

pyannote.audio

Speech Activity Detection PY

InsightFace

2D&3D deep face analysis toolbox, PY

SpeechBrain

all-in-one speech toolkit based on PyTorch PY

MTGS

Mutual Gaze & Joint Attention Detection PY

Human Detection Counting

Human detection counting PY

Older Models

PoseNet

2D Pose Estimation JS

HandPose

Single Hand Keypoints Detector JS

HandTrack.js

Hand Palm Detector JS

Multi-HandPose

Hand Keypoints Detector JS

Face-API.js

Emotion Recognition JS

WebGazer

Eye Tracking JS

GazeCloud

Eye Tracking JS

Heartbeat-js

Heart Rate Detection JS

Coco SSD Object Detector

Object Detection JS

jsLDA

Topic Modeling JS

OpenFace

Facial landmark detection PY

Whisper

Speech Recognition PY

OpenPose

Pose Visualization PY

DeepSpeech

Speech to Text PY

AlphaPose

Multi-person pose estimator PY