A Simple web app to classify Electric guitar models using a Convolutional Neural Net (CNN) and transfer learning with Resnet34.
I gather data with the help of fastai library that uses DuckDuckGo by creating a nested list of urls of pictures then download it.
For the purpose of training i turned PNG formatted pictures to JPEG to deal with RGBA issue for training then clear PNG images.
There are 11 types of Electric guitar in my classifier that I mention below:
Telecaster, Fender
Les Paul, Gibson
ES, Gibson
Explorer, Gibson
Flying V, Gibson
Mustang, Fender
Stratocaster, Fender
SG, Gibson
Jaguar, Fender
Firebird, Gibson
Jazzmaster, Fender
Here is a link to my web app: https://app.seeme.ai/#/model/bb89386a-fdb8-4a76-87ee-c259c16ea6f3 user:faridHazratian pass: faRid1935