Added a starter code example using Monk library: https://github.com/Tessellate-Imaging/monk_v1/blob/master/tutorials/zindi_starter_code_transfer_learning_with_monk_score_0.45.ipynb
Library: https://github.com/Tessellate-Imaging/monk_v1
Details: Used Densenet201, batch_size of 8 images, trained for 20 epochs on 980 TI GPU
Info - 1: The library has a project management feature which allows you to compare different experiments carried out by changing hyper-parameters and base models. See an example here - https://medium.com/@monkai.betasignup/fine-tuning-with-monk-6cec33fd6252
Info - 2: The libray has a feature to easily find out right hyper-parameters. See and example here - https://medium.com/@monkai.betasignup/plant-disease-classification-with-monk-3a4d7ba419b9
It's an opensource library, so do star it if you find it useful for your project .
Happy Coding!!!
Thank you for sharing this @abhishek4273
You are welcome
Thanks @abhishek4273
You are welcome.
@abhishek4273 It looks like the link you provided is broken. Is the code still available anywhere by any chance? Thanks!
Hi, we restructured our library so the link changed. Here's the updated link: https://github.com/Tessellate-Imaging/monk_v1/blob/master/study_roadmaps/4_image_classification_zoo/Zindi%20Competition%20-%20Plant%20Disease%20Classification.ipynb
Thanks @abhishek4273!
You are welcome!!