"# Traffic_sign_classifier"
vipinn123 / traffic_sign_classifier Goto Github PK
View Code? Open in Web Editor NEWImplementation of Traffic Sign Classifier for Udacity Nano Degree on Self Driving Car
Implementation of Traffic Sign Classifier for Udacity Nano Degree on Self Driving Car
"# Traffic_sign_classifier"
shape variable, used in initializing Weight_1 to use tensor variable. Currently output variable directly used
Add dropout
Save the Training Images into a temporary folder
Get an understanding of Image Quality
Get an understanding of the significance of image depth.
Explore Histogram based statistical analysis
Get the distribution of labels in train, valid and test
Balance Images
Sharpen Images
Rotate Images
Flip Images
Skew Images
Test the accuracy on the test set
Download images
Resize to 32 x 32
Create pickle
Test Accuracy
Convert to Gray Scale
Normalize
Sampling
Shuffle
One Hot Representation
Plot Loss Function
Plot Loss Function Divergence
Plot Accuracy
Get the data into the code.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.