No, this is not a mistype.
Original CIFAR 10 categories have been retained:
- 0: airplane
- 1: automobile
- 2: bird
- 3: cat
- 4: deer
- 5: dog
- 6: frog
- 7: horse
- 8: ship
- 9: truck
python ./train.py --dataset datasets --model seefar10.model --labelbin seefar10.pickle
Plain
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/airplane01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/automobile01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/bird01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/cat01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/deer01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/dog01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/frog01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --image examples/horse01.jpg
Use OpenCV for image output
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/airplane01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/automobile01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/bird01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/cat01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/deer01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/dog01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/frog01.jpg
python classify.py --model seefar10.model --labelbin seefar10.pickle --use-opencv --image examples/horse01.jpg
Run the web server first
python web.py
For all categories
http://127.0.0.1:5042/list-predict-sample-images/
For a single category
http://127.0.0.1:5042/list-predict-sample-images/?category=airplane
http://127.0.0.1:5042/list-predict-sample-images/?category=automobile
http://127.0.0.1:5042/list-predict-sample-images/?category=bird
http://127.0.0.1:5042/list-predict-sample-images/?category=cat
http://127.0.0.1:5042/list-predict-sample-images/?category=deer
http://127.0.0.1:5042/list-predict-sample-images/?category=dog
http://127.0.0.1:5042/list-predict-sample-images/?category=frog
http://127.0.0.1:5042/list-predict-sample-images/?category=horse
http://127.0.0.1:5042/list-predict-sample-images/?category=ship
http://127.0.0.1:5042/list-predict-sample-images/?category=truck
For a single image
http://127.0.0.1:5042/api/predict-sample-image/?image=examples/airplane01.jpg
See GPU usage
nvidia-smi