Marcelle - Examples & Demos

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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
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