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- 1. Model Weight Files and Dataset Configuration
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- Model Weight Files: The model weight files are located in the ./configs folder. Ensure that these files are correctly loaded when running the model.
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- CSV File: The CSV file contains the paths to the test images and their corresponding labels. This file is used for testing the model.
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- Modifying test_example.py:
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- In the Chestxray14_Dataset class within test_example.py, you need to adjust the column indices according to the structure of your CSV file. Specifically, ensure that the columns for image paths and labels are correctly referenced.
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- The valid_on method in test_example.py contains a text_list that should correspond to the labels in your CSV file. Make sure that the text_list is updated to match the labels in your dataset.
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- 2. Model Output
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- Prediction Results: The model will generate prediction results for each image and each class. These results will be saved as .npy files.
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- Output Location: The .npy files will be stored in subfolders within the ./results directory. Each subfolder corresponds to a specific run or configuration of the model.