Filter Demos
data
training
task
layout
features
Webcam: Dashboard
Simple dashboard for training an image classifier from the webcam
Sketching (Simple)
An initial prototype for training a sketch classifier
Object Detection
Object detection using COCO-SSD
IRIS with Scikit-Learn
Simple classification on the IRIS dataset using scikit-learn and ONNX
UMAP
Custom component implementing dataset visualization with UMAP
Mobilenet Tetris
A tetris game controlled from your webcam using image classification
Webcam: MLP vs KNN
Dashboard for comparing image classification models interactively
Sketching (Detailed)
A variation of the initial prototype, with a more detailed dashboard
K-Means Clustering
K-Means clustering on Mobilenet Features
Diabetes Regression with Tensorflow.js
Diabetes disease progression prediction using scikit-learn and ONNX
Grad-CAM (on mobilenet)
explaining predictions with Grad-CAM visualizations on a pretrained mobilenet model
Pose Classification
Simple posture classification from optical pose detection
Move2Music
Control music playback from webcam-based image recognition
Sketching (Online)
A version of the application with an improved workflow using online learning
IRIS Flower Classification
Simple classification on the IRIS dataset with interactive prediction
Diabetes Regression with Scikit-Learn and ONNX
Diabetes disease progression prediction using scikit-learn and ONNX
Grad-CAM (with Transfer Learning)
explaining predictions with Grad-CAM visualizations on a custom image classifier
Video Upload
Testing Video Upload