ml5js/ml5-library

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Friendly machine learning for the web! 🤖

Stars: 6.6k
Forks: 898
Open beginner issues: 0
Indexed issues: 221

Dominant language: JavaScript
License: No license data
Last GitHub push: Jun 27, 2023
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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221 open issues indexed

NeuralNetwork example code shouldn't need P5 canvas Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

ml5js/ml5-library#1498 · Opened Apr 2, 2025
Detect Fingers without Palm Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ml5js/ml5-library#1497 · 1 comment · Opened Mar 26, 2025
Teachable machine model is not working as intended with ml5.js Open

Difficulty 4/5 3-5 days Newbie friendliness 18/100

ml5js/ml5-library#1496 · Opened Mar 5, 2025
Support for cross origin isolated contexts (COEP and COOP headers). Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ml5js/ml5-library#1495 · Opened Feb 4, 2025
ObjectDetector models Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1494 · Opened Nov 20, 2024
NeuralNetwork returns result as an empty array Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ml5js/ml5-library#1493 · Opened Aug 7, 2024
The API name given on the official website is incorrect Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

ml5js/ml5-library#1492 · Opened Jul 15, 2024
Model loading progress Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ml5js/ml5-library#1491 · Opened Jul 8, 2024
ml5.pitchdetection Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ml5js/ml5-library#1490 · 1 reaction · Opened Jul 5, 2024
ml5.pitchdetection Open

Difficulty 5/5 Over a week Newbie friendliness 18/100

ml5js/ml5-library#1489 · 2 comments · 1 reaction · Opened Jul 5, 2024
Feature Request- open up dovalidation and validationData property on FeatureExtractor class Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ml5js/ml5-library#1486 · 1 comment · Opened Apr 26, 2024
Fetch data from GitHub repo as JSON doesn't work Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ml5js/ml5-library#1485 · 1 comment · Opened Apr 26, 2024
Need some information on using NeuralNetworkVis Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1484 · 4 comments · Opened Apr 11, 2024
"Feature Extractor Examples" from ml5.js website / TypeError: Failed to fetch Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ml5js/ml5-library#1483 · 13 comments · Opened Apr 9, 2024
New m15 Coder, couldn't find answer online, Error "Error in oneHot: depth must be >=2, but it is 1" Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

ml5js/ml5-library#1481 · 1 comment · Opened Apr 2, 2024
model topology missing handpose regression Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ml5js/ml5-library#1479 · 9 comments · Opened Feb 22, 2024
Problem with CORS Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ml5js/ml5-library#1478 · 1 comment · Opened Feb 8, 2024
Possible memory leak in BodyPix and WEBGL Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ml5js/ml5-library#1475 · Opened Nov 26, 2023
add facemesh and handpose to preload Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ml5js/ml5-library#1474 · Opened Nov 19, 2023
Always outputting the same thing. Might be something wrong with my HTML not sure Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

ml5js/ml5-library#1472 · 2 comments · Opened Sep 1, 2023
How should we handle input data with Nulls/Blanks? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1471 · 1 comment · Opened Aug 28, 2023
about use ml5 in vue Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ml5js/ml5-library#1469 · 1 comment · Opened Jun 30, 2023
PoseNet Bug using custom trained model in a reactjs environment Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ml5js/ml5-library#1468 · 6 comments · Opened Jun 19, 2023
knnClassifier result after .save() and .load() - classIndex becomes undefined and label becomes number, labelToClassId disappears Open

knn-classification

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ml5js/ml5-library#1463 · 1 comment · 1 reaction · Opened Apr 14, 2023
Using safetensors or pkl models (like python) Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

ml5js/ml5-library#1460 · 1 reaction · Opened Apr 11, 2023
objectDirector() I can use a trained model from teachable machine Open

teachable-machine

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1459 · Opened Mar 29, 2023
Issue to add particle system to my facemesh Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

ml5js/ml5-library#1455 · 1 comment · Opened Feb 20, 2023
Renaming the label name on Teachable Machine does not reflect immediately to the application using ml5.js. Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

ml5js/ml5-library#1452 · 1 comment · Opened Jan 28, 2023
objectDetector Always load coco-ssd model? Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ml5js/ml5-library#1443 · 2 reactions · Opened Dec 26, 2022
A problem occurs when trying to load my custom mobilenet model. Open

bug feature-extractor

Difficulty 4/5 3-5 days Newbie friendliness 15/100

ml5js/ml5-library#1442 · 1 comment · Opened Dec 21, 2022
TinyFaceDetector option name mismatch Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

ml5js/ml5-library#1441 · 1 reaction · Opened Dec 20, 2022
Webworker imports generate error because of absence of `window` Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

ml5js/ml5-library#1433 · Opened Nov 20, 2022
error during training. likely low level issue. Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ml5js/ml5-library#1428 · 2 comments · Opened Nov 7, 2022
ML5 save model to TensorFlow SavedModel format Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1424 · Opened Oct 4, 2022
Resized videos are read as their original size Open

devops

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ml5js/ml5-library#1413 · Opened Jun 12, 2022
NN option `noTraining` is undocumented and buggy Open

bug neural-network

Difficulty 4/5 3-5 days Newbie friendliness 38/100

ml5js/ml5-library#1409 · Opened Jun 5, 2022
Vague error when NeuralNetwork encounters unknown categorical data Open

ml5js/ml5-library#1405 · 1 assignee · Opened Jun 4, 2022
Is it possible to stop training neural network midway? Open

feature request neural-network

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ml5js/ml5-library#1397 · 1 comment · Opened May 25, 2022
Pix2Pix disposes of variables, preventing re-use Open

pix2pix

ml5js/ml5-library#1395 · 1 assignee · Opened May 22, 2022
Saving a neural network model only saves the model.weights.bin file. No model json or meta data json. Open

bug neural-network

Difficulty 3/5 1-2 days Newbie friendliness 38/100

ml5js/ml5-library#1393 · 4 comments · Opened May 20, 2022
Discussion: does DCGAN really need a manifest.json? Open

dcgan

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1386 · Opened May 14, 2022
ml5's MobileNet misclassifies? Open

image-classification

Difficulty 4/5 3-5 days Newbie friendliness 30/100

ml5js/ml5-library#1375 · 1 comment · 1 reaction · Opened May 3, 2022
[DevOps]: Use an unminified build of TensorFlow when running on localhost Open

devops

ml5js/ml5-library#1374 · 1 assignee · Opened May 2, 2022
CartoonGAN memory leak / texture size Open

cartoongan

ml5js/ml5-library#1369 · 1 assignee · Opened Apr 30, 2022
PoseNet image example does not have accurate detection Open

examples

ml5js/ml5-library#1367 · 1 assignee · Opened Apr 28, 2022
`requestAnimationFrame` in Image examples Open

examples

Difficulty 3/5 1-2 days Newbie friendliness 42/100

ml5js/ml5-library#1366 · Opened Apr 25, 2022
Extract invoice data Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1365 · 1 reaction · Opened Apr 25, 2022
Idea: consider using Yup for validating user arguments. Open

feature request

Difficulty 5/5 Over a week Newbie friendliness 25/100

ml5js/ml5-library#1354 · 1 comment · Opened Apr 20, 2022
Is it possible to clear data on the brain after calling savedata() method? Open

feature request neural-network question

Difficulty 3/5 1-2 days Newbie friendliness 30/100

ml5js/ml5-library#1349 · 1 reaction · Opened Apr 18, 2022
ImageClassifier test relies on broken Teachable Machine URL Open

bug image-classification tests

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

ml5js/ml5-library#1340 · Opened Apr 10, 2022

ml5js/ml5-library

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