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Week 2 journal

  • Writer: ZHENGMING HE
    ZHENGMING HE
  • Jan 22, 2023
  • 1 min read

My (team's) last week goal:

- Done image data preprocessing, generate my dataset from image files in a directory.

- Start researching model creation

My work toward goal:

- I created "tf.keras.preprocessing.image_dataset_from_directory" to load data from google drive and I will have train data, validation data and test data.


- Labels are the class names of my dataset. Validation data is 0.1 split of train dataset.

- Randomly printed out image and label from dataset to check my data.

- Created training model, and got the best model is with 907,092 parameters, which has 84% evaluate accuracy with test data.


My (team's) next week goal:

- Use fewer parameters and find better models.



 
 
 

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2件のコメント


DEZHAN TU
DEZHAN TU
2023年1月26日

Do you encounter any difficulties?

いいね!
ZHENGMING HE
ZHENGMING HE
2023年1月27日
返信先

Yes, after I simplify my neural network structure, some of the pictures with complex patterns and low resolution will be predicted incorrectly.

いいね!
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