Cuda-Chen/FishNet

FishNet: a mimic of FaceNet with fish image as input

FishNet

FishNet: a mimic of FaceNet with fish image as input.

How to Install and Run

1. Download the pretrained ResNet-50 fish classifier model from here
2. Create Virtual Environment with Conda

$ conda create -n FishNet python=3.6 pip
$ conda activate FishNet
$ pip install -r requirements.txt

3. Run the classification with SVM demo (be sure to start jupyter notebook!!!)

Demo

1. classification with SVM
2. fish vector calculation

Reference

1. FaceNet
   • https://github.com/davidsandberg/facenet
   • This repo gives me the concept of FaceNet.
2. Keras FaceNet
   • https://github.com/nyoki-mtl/keras-facenet
   • Classification with SVM and fish vector calculation demo originates from here.