Omid Ghadami's repositories
Geolife-OutlierDetection-TMD
Outlier detection (z-score and IQR) and visualization on Geolife dataset for transport mode detection task
EfficientNetV2B0---PlantVillage
Plant disease detection on PlantVillage dataset using EfficientNetV2-B0
EfficientNetV2_CatVSDog
Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.
EfficientNetV2_Quantization_CK
EfficientNetV2 (Efficientnetv2-b2) and quantization int8 and fp32 (QAT and PTQ) on CK+ dataset . fine-tuning, augmentation, solving imbalanced dataset, etc.