This repository contains some deep learning architecture for intel image classification dataset.
Functional Knowledge Transfer with Self-supervised Representation Learning (ICIP 2023)
This Data contains around 25k images of size 150-150 distributed under 6 categories This data was initially published on Intel to host an Image classification Challenge.
Multi-class scene classification on the Intel dataset using ResNet, evaluated with Grad-CAM activation maps for transparent model decision-making and served via TF Serving.
90% accuracy resnet-like CNN from scratch for Intel Image Classification dataset WITHOUT transfer learning and with complex metrics.
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