Machine Learning enthusiast
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EfficientNetV2 (Efficientnetv2-b2) and quantization int8 and fp32 (QAT and PTQ) on CK+ dataset . fine-tuning, augmentation, solving imbalanced dataset, etc.
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EfficientNetV2_CatVSDog Public
Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.
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Geolife-OutlierDetection-TMD Public
Outlier detection (z-score and IQR) and visualization on Geolife dataset for transport mode detection task
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Plant disease detection on PlantVillage dataset using EfficientNetV2-B0