tommarvoloriddle/Bilinear-CNN-Tensorflow2.4-implementation

Implementation Bilinear CNN in tensorflow V2.4.

Bilinear-CNN-Tensorflow2.4-implementation

This is implementation of Bilinear Convolutional neural networks using Tensorflow version 2+ and Keras for Fine-grained Image Classification.

Link to paper - https://arxiv.org/pdf/1504.07889.pdf

Architecture from paper.

This repo is only implementing Bilinear CNN model( Cannot provide dataset as I have trained on Private Data).

Can be reused for any fine grained image classification prblems.

Divided into 2 files.

Bilinear from output of 2 parallel VGG16 ouputs taken from layer 17 from each.

Bilinear CNN from 2 custom CNN's of same sized output.