Dog breeds image classifier

This project classifies images into two buckets: dog images and other images. It uses and compares the following models: vgg, resnet, alexnet.

Setup

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

python check_images.py --dir pet_images --arch vgg --dogfile dognames.txt

./run_models_batch.sh

./run_models_batch_uploaded.sh

Name		Name	Last commit message	Last commit date
pet_images		pet_images
uploaded_images		uploaded_images
.gitignore		.gitignore
.python-version		.python-version
README.MD		README.MD
adjust_results4_isadog.py		adjust_results4_isadog.py
alexnet_pet-images.txt		alexnet_pet-images.txt
alexnet_uploaded-images.txt		alexnet_uploaded-images.txt
calculates_results_stats.py		calculates_results_stats.py
check_images.py		check_images.py
check_images.txt		check_images.txt
classifier.py		classifier.py
classify_images.py		classify_images.py
dognames.txt		dognames.txt
get_input_args.py		get_input_args.py
get_pet_labels.py		get_pet_labels.py
imagenet1000_clsid_to_human.txt		imagenet1000_clsid_to_human.txt
print_functions_for_lab_checks.py		print_functions_for_lab_checks.py
print_results.py		print_results.py
requirements.txt		requirements.txt
resnet_pet-images.txt		resnet_pet-images.txt
resnet_uploaded-images.txt		resnet_uploaded-images.txt
run_models_batch.sh		run_models_batch.sh
run_models_batch_uploaded.sh		run_models_batch_uploaded.sh
test_classifier.py		test_classifier.py
vgg_pet-images.txt		vgg_pet-images.txt
vgg_uploaded-images.txt		vgg_uploaded-images.txt