Skip to content

Files

Latest commit

6006cea · Oct 29, 2018

History

History
This branch is 3 commits behind ml4a/ml4a-ofx:master.

apps

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
Jul 11, 2017
Oct 22, 2018
Aug 6, 2018
Oct 29, 2018
Aug 6, 2018
Aug 6, 2018
Oct 4, 2018
Aug 6, 2018
Aug 6, 2018
Aug 6, 2018
Aug 6, 2018
Jul 11, 2017
Oct 22, 2018
Oct 22, 2018
Aug 5, 2018
Aug 6, 2018
Jun 11, 2017
Jun 11, 2017
Jul 9, 2017
Jul 6, 2017

Applications

Specific instructions for running each application are included in a README inside each app folder. A description of each application follows:

AudioClassifier

Train a classifier on microphone audio recordings.

AudioTSNEViewer

View a collection of audio samples organized via t-SNE on extracted audio features. Works both on a collection (folder) of individual files, or a single audio file which can is segmented by onsets or beats.

ConvnetClassifier

Train an image classifier on a webcam feed.

ConvnetRegressor

Train an image regression on a webcam feed.

ConvnetPredictor

(in progress) This app combines ConvnetRegressor and ConvnetClassifier into one app with an interface. This should eventually replace the former two.

ConvnetViewer

View the activations of a trained convnet.

DoodleClassifier

Similar to convnet classifier, but optimized toward classifying images of hand-drawings.

FaceClassifier

Train a model and do real time classification of face poses.

FaceDTW

Perform facial gestures over time and classify them using Dynamic Time Warping.

FaceRegressor

Train a model and do real time regression of face poses.

Gobot

Automatically scrape Go board position from online-go.com and make next move recommendations.

ImageTSNEViewer

View a collection of images organized via t-SNE on extracted features from a convnet, where the feature extraction is done from a python script and the results are imported into the app.

ImageTSNELive

The same as ImageTSNEViewer (above), but handles the feature extraction and t-SNE assignment internally, and optionally allows for assignment to grid.

ReverseImageSearch

Search for most similar images in an image collection, given a query image. Analyze it first, then save the results for real-time browsing.

ReverseImageSearchFast

Fast search and retrieval of similar images in a database to a query image, webcam feed, video, or screengrabber.

ReverseObjectSearchFast

Fast search and retrieval of similar images in a database to multiple objects found in a query image, webcam feed, video, or screengrabber.

SimpleRegression

Boiled down example showing how to train a model and do real time regression with mouse position as the input.

YoloLive

Do real-time object detection from 9000 classes on a webcam feed, video, or screengrabber.