Week 09

(12/12/2022 - 18/12/2022)

• couldn't get the better accuracy graph from VGG16 water detection.

Error for two reasons. 

1. In the dataset, water is not prominent.  In the images there are more other things like trees and background. 

2. Train more for like 2000 if VGG. But we don't have enough data.

Dataset Path - https://drive.google.com/drive/folders/18Jdk_gHO8FkmarckinQCvQ_jaWPqx-OQ

• supervisor instructed us to remove the x marked images because they are difficult to figure out as with water.

• After removed the x marked images, run the fewshot model and observe the accuracy.

Changes:- The accuracy was slightly increased than previous model.