Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.

Paper and conference presentation during the 1st year of MSc Data Science & Artificial intelligence

Automated Diagnosis of Pneumonia from Classification of Chest X-Ray Images using EfficientNet

EfficientNetV2 reimplement with Pytorch framework

Image classification convolutional neural network, using TensorFlow with an NVIDIA GPU

EfficientDet in TensorFlow 2.0

EfficientNetV2: Smaller Models and Faster Training. PyTorch Implementation of EfficientNetV2 Family

Train EfficientNetV2 models for Facial Expression Recognition task

DeepLabV3 plus implementation using PyTorch

Outlier Detection and Deep Learning Classification Project

Repository containing Code and other materials for the Research Project on Rock Type Classification

Experiment with Centroid Re-ID by Changing Backbone Using EfficientNet-V2 and Adding Re-Identification Based Data Augmentation

Predict Cervical Cancer with Algoritm EfficientNetV2 Tensorflow and Pythorch

BackdropBuild V3 Program

Final submission project in Belajar Pengembangan Machine Learning by Dicoding Academy about Image Classification Facial Emotion With EfficientNetV2-S Tensorflow

Explorative Computer Vision Project using EfficientNet

Pyramid-based structure for head pose estimation

"DressMeUp" project utilizes fashion images and color combinations to achieve image classification for clothing combinations. Algorithms include SGD (SVM), Passive Aggressive Classifier, ResNet50 CNN, and EfficientNetV2-S CNN with K-Means for color analysis. Achieved accuracy exceeds 90%. Built with Python, Scikit-Learn, TensorFlow, and Streamlit.

This repository holds the downstream task of Face Mask Classification performed on Self Currated Custom Dataset with various State of the Art deep learning models like ViT, BeIT, DeIT, LeViT, ConvNeXt, VGG16, EfficientNetV2, RegNet and MobileNetV3.

Deep Food Image Recognition Project