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Binary image classification project to detect drones vs non-drone aerial objects (birds) using a pretrained ResNet-18 model. Built with PyTorch and transfer learning, includes class-imbalance handling, validation metrics, confusion matrix analysis, and an ablation study comparing frozen vs fine-tuned backbones.

  • Updated Jan 10, 2026
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