tensorflow-night-heron-classifier
Classify a malayan night heron and a night heron.
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Python
Tensorflow Malayan Night Heron and Night Heron Image Classifier
This is the repository developed for 'Image Classifier in TensorFlow in 5 Min on YouTube using this CodeLab by Google as a guide.
Scientists can use this classifier to automatically label whether a bird image is of a Malayan Night Heron or of a Night Heron.
So the bird on the top is a malayan night heron and the bottom is night heron.
Requirements
Usage
-
Start the docker image
docker run -it -v <absolute_path_to_this_directory>:/tf_files/ gcr.io/tensorflow/tensorflow:latest-devel -
Run the label_image script to label the image in the docker container.
python /tf_files/label_image.py <path_to_file>
Results
Accuracy
Final test accuracy = 76.4%
Test Images
Malayan Night Heron 1
- malayan night heron (score = 0.78996)
- night heron (score = 0.21004)
Malayan Night Heron 2
- malayan night heron (score = 0.99932)
- night heron (score = 0.00068)
Night Heron
- night heron (score = 0.94634)
- malayan night heron (score = 0.05366)