This source code provides example train Bird images using Tensorflow.
Step 1
Install Tensorflow using PIP, https://www.tensorflow.org/install/.
Step 2
Download bird images from Google image using this chrome extension, https://chrome.google.com/webstore/detail/fatkun-batch-download-ima/nnjjahlikiabnchcpehcpkdeckfgnohf?hl=en. Create 12 folders for all birds inside tf_files > birds. Make sure each bird folder contain at least 60-70 images and same category.
Step 3
Use this command to retrain your custom images
sudo python retrain.py --bottleneck_dir=tf_files/bottlenecks --model_dir=tf_files/inception --output_graph=tf_files/retrained_graph.pb --output_labels=tf_files/retrained_labels.txt --image_dir /tf_files/birds
Step 4
Predict
python detect.py sample.png
##FAQ/CONTACT/TROUBLESHOOT Mohammad Nurdin bin Norazan