Changes between Version 64 and Version 65 of Other/Summer/2025/mlCoexist
- Timestamp:
- Jul 15, 2025, 6:37:05 PM (4 weeks ago)
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Other/Summer/2025/mlCoexist
v64 v65 90 90 **Progress:** 91 91 * Machine learning models: 92 * Developed a CNN for RFI detection using pre-trained model (ResNet -18) with the last classification layer modified and retrained92 * Developed a CNN for RFI detection using pre-trained model (ResNet18) with the last classification layer modified and retrained 93 93 * Developed SVM as a baseline to assess the efficiency of the CNN approach (underutilization of the neural network) 94 94 * Performed cross-validation to ensure the models were not overfitting