generic-github-user / Circle-Counter

A simple TensorFlow.js project to count randomly generated circles

https://generic-github-user.github.io/Circle-Counter/src/

generic-github-user/Circle-Counter Issues

Add button to display different input images, generate new ones, cycle through them, display multiple at once, or average them
Updated 5 years ago
Make canvases into tilting tiles with Tilt.js
Closed 5 years ago1
Add one-hot encoding option for outputs
Closed 5 years ago1
Visualization: Don't re-calculate layer output each time renderConvLayers() is called
Closed 5 years ago
Write a README
Updated 5 years ago
Error: "Uncaught TypeError: Cannot read property '0' of undefined"
Updated 5 years ago
Clean up code
Updated 5 years ago
Create convolutional model/neural network layers diagram
Closed 5 years ago3
Add settings panel on web page
Updated 5 years ago
Publish live demo to GitHub Pages
Closed 5 years ago1
Add Discord webhook
Closed 5 years ago
Randomize circle size/lightness to allow for more generalized and meaningful training
Updated 5 years ago
Add random parameter search for model/training hyperparameters
Updated 5 years ago
Separate code into separate scripts
Updated 5 years ago
Add dropout layers to combat overfitting
Closed 5 years ago
Add training data amount control to make splitting data into training data and testing data easier
Closed 5 years ago
Add input downscaling resolution control
Closed 5 years ago
Add training/testing data split to check for overfitting
Closed 5 years ago1
Add canvases to visualize calculations in each layer of the network
Updated 5 years ago
Fix bug causing network to not train properly
Closed 5 years ago
Fix memory leaks/crashing issue after running for some time
Closed 5 years ago
Add loss/cost/error over time graph
Updated 5 years ago1
Use convolutional neural network (CNN) instead of feedforward network
Closed 5 years ago4
Add comments to code
Updated 5 years ago