Changes between Version 55 and Version 56 of Other/Summer/2025/mlCoexist

Timestamp:

Jul 15, 2025, 4:46:57 PM (4 weeks ago)

Author:

srishtih

Comment:

—

Other/Summer/2025/mlCoexist

@@ -78 +78 @@
 === Week 7 (7/7 - 7/10): ===
 **Slides:** [https://docs.google.com/presentation/d/1UjKgVrvjZz4Qy2ThGzP2QxDBJIv8IGLcZBpsashCau4/edit?usp=sharing Week 7 Presentation]
+
+**Progress:** 
+ * ML Models
+   * Developed CNN using pretrained model (ResNet-18) with the last layer excluded. 
+   * Developed SVM as a baseline to make sure CNN was running efficiently.
+      * Performed cross-validation to make sure the models were not overfitting. 
+      * Both models reached >95% accuracy.
+
+ * Continued obtaining data from transition band (100 additional rows in dataTable). 
+
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