Week 06

(21/11/2022 - 27/11/2022)

• detect the water using Fewshot model testing for cropped drone images

1) https://colab.research.google.com/drive/1L9ivy8W9RE4tcQ5WxrO31sukNPZN8w4u?usp=sharing

The following parameters are used in the model

Drone images data size - 50, Iterations - 1000

learning_rate = 0.001 , meta_step_size = 0.05

inner_batch_size = 16 , eval_batch_size = 16

meta_iters =1000 , eval_iters = 5 , inner_iters = 4 , eval_interval = 1

train_shots = 20 , shots = 5 , classes = 2

2) https://colab.research.google.com/drive/1iAlAMkAlzbyMwemRc4yUTCfxbw6TCcRF?usp=sharing

Drone images data size - 50, Iterations - 2000

learning_rate = 0.001 , meta_step_size = 0.05

inner_batch_size = 16 , eval_batch_size = 16

meta_iters =2000 , eval_iters = 5 , inner_iters = 4 , eval_interval = 1

train_shots = 20 , shots = 5 , classes = 2