Image Classification
File size: 571 Bytes
3ca67a9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
DATASET:
  data_path: "./data/experiment_5/prop_0_0" 
  train_path: "./data/experiment_5/prop_0_0/train_80" 
  val_path: "./data/experiment_5/prop_0_0/val_10"  
  test_path: "./data/experiment_5/prop_0_0/test_10"
  num_class: 4  # 0:1-4, 1:5-7, 2:8-9, 3:10-13
  img_size: 299

MODEL:
  name: "inceptionV3"
  ckpt_path: "./ckpt/experiment_5/"
  model_path: "./models/experiment_5/inceptionV3_prop_0_0"
  plots_path: "./plots/experiment_5/"

TRAIN:
  batch_size: 32
  num_epoch: 500
  augment: True
  tune: False 
  optimizer: "Adam"
  lr: 0.001
  lr_tune: 0.0001
  es: 15