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senior-project

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Multi-branch CNN for potato leaf disease classification (96.4% on 7 classes, 5 geographic sources) audited with six XAI techniques (Grad-CAM, IG, occlusion, β-routing analysis, k-NN, and counterfactual mask-flip) to distinguish genuine disease recognition from shortcut learning.

  • Updated Jun 11, 2026
  • Python

Senior research project exploring speech emotion and intensity recognition through Plutchik’s Emotion–Intensity Model. Includes reusable audio pipelines and neural architecture comparisons, with an emphasis on machine learning research and ethical AI.

  • Updated May 15, 2026
  • Python

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