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AI / ML
PyTorch Playing Card Classifier
Deep learning model that classifies images of playing cards using transfer learning with EfficientNet-B0.
2024
PyTorchEfficientNettimmtorchvisionpandasmatplotlib
About This Project
A deep learning image classification project that identifies 53 playing card classes (standard deck plus Joker) using transfer learning with EfficientNet-B0. Built from scratch with custom Dataset/DataLoader implementations, CrossEntropyLoss, and Adam optimizer with CUDA GPU acceleration. The project emphasizes foundational deep learning concepts including data processing, model configuration, and training loop implementation.
Deep LearningPyTorchComputer VisionTransfer Learning
