Changes between Version 64 and Version 65 of Other/Summer/2025/mlCoexist


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Timestamp:
Jul 15, 2025, 6:37:05 PM (4 weeks ago)
Author:
aw1086
Comment:

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  • Other/Summer/2025/mlCoexist

    v64 v65  
    9090**Progress:**
    9191 * Machine learning models:
    92    * Developed a CNN for RFI detection using pre-trained model (ResNet-18) with the last classification layer modified and retrained 
     92   * Developed a CNN for RFI detection using pre-trained model (ResNet18) with the last classification layer modified and retrained 
    9393   * Developed SVM as a baseline to assess the efficiency of the CNN approach (underutilization of the neural network) 
    9494      * Performed cross-validation to ensure the models were not overfitting