KY00KIM/Simple-ImageClassifier

Implementation of multi-class image-classifier on Kaggle csc532-2

ImageClassifier-ResNet50

Description

• Simple implementation of 3-category-image-classifier using Tensorflow/Keras
• Reference : https://www.kaggle.com/competitions/csc532-2
• Method :
  • FeatureExtractor : Transfer Learning with base model as ResNet50
  • Classifier : Dense layers

Results

• PublicScore : 0.83378

Reference & Acknowledgement

• https://www.kaggle.com/competitions/csc532-2
• Jonathan H. Chan, “DLAI3 Hackathon Phase3 COVID-19 CXR Challenge.” Kaggle, doi: 10.34740/KAGGLE/DSV/1347344.