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vgg_pet-images.txt
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Command Line Arguments:
dir = pet_images/
arch = vgg
dogfile = dognames.txt
Pet Image Label Dictionary has 40 key-value pairs.
Below are 10 of them:
1 key: Great_dane_05320.jpg label: great dane
2 key: Beagle_01125.jpg label: beagle
3 key: Collie_03797.jpg label: collie
4 key: Dalmatian_04068.jpg label: dalmatian
5 key: Miniature_schnauzer_06884.jpg label: miniature schnauzer
6 key: German_shepherd_dog_04890.jpg label: german shepherd dog
7 key: Basenji_00963.jpg label: basenji
8 key: cat_02.jpg label: cat
9 key: Golden_retriever_05223.jpg label: golden retriever
10 key: great_horned_owl_02.jpg label: great horned owl
MATCH:
Great_dane_05320.jpg:
Real: great dane Classifier: Great Dane
Beagle_01125.jpg:
Real: beagle Classifier: beagle
Collie_03797.jpg:
Real: collie Classifier: collie
Dalmatian_04068.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: German shepherd, German shepherd dog, German police dog, alsatian
Basenji_00963.jpg:
Real: basenji Classifier: basenji
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, English cocker spaniel, cocker
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
Beagle_01141.jpg:
Real: beagle Classifier: beagle
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: Saint Bernard, St Bernard
Boxer_02426.jpg:
Real: boxer Classifier: boxer
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: German shorthaired pointer
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
fox_squirrel_01.jpg:
Real: fox squirrel Classifier: fox squirrel, eastern fox squirrel, Sciurus niger
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
Basenji_00974.jpg:
Real: basenji Classifier: basenji
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: Saint Bernard, St Bernard
gecko_02.jpg:
Real: gecko Classifier: banded gecko, gecko
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: Boston bull, Boston terrier
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
Golden_retriever_05182.jpg:
Real: golden retriever Classifier: golden retriever
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Golden_retriever_05257.jpg:
Real: golden retriever Classifier: golden retriever
Boston_terrier_02259.jpg:
Real: boston terrier Classifier: Boston bull, Boston terrier
Poodle_07956.jpg:
Real: poodle Classifier: standard poodle, poodle
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: Great Pyrenees
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: Boston bull, Boston terrier
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
cat_07.jpg:
Real: cat Classifier: Egyptian cat, cat
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
German_shepherd_dog_04931.jpg:
Real: german shepherd dog Classifier: German shepherd, German shepherd dog, German police dog, alsatian
NOT A MATCH:
great_horned_owl_02.jpg:
Real: great horned owl Classifier: ruffed grouse, partridge, Bonasa umbellus
Great_pyrenees_05367.jpg:
Real: great pyrenees Classifier: kuvasz
Beagle_01170.jpg:
Real: beagle Classifier: Walker hound, Walker foxhound
gecko_80.jpg:
Real: gecko Classifier: tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
cat_01.jpg:
Real: cat Classifier: lynx
# Total Images 40 # Matches: 35 # NOT Matches: 5
MATCH:
Great_dane_05320.jpg:
Real: great dane Classifier: Great Dane
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01125.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 1 ClassLabelDog: 1
Collie_03797.jpg:
Real: collie Classifier: collie
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04068.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
PetLabelDog: 1 ClassLabelDog: 1
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: German shepherd, German shepherd dog, German police dog, alsatian
PetLabelDog: 1 ClassLabelDog: 1
Basenji_00963.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
PetLabelDog: 0 ClassLabelDog: 0
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
PetLabelDog: 1 ClassLabelDog: 1
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, English cocker spaniel, cocker
PetLabelDog: 1 ClassLabelDog: 1
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01141.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: Saint Bernard, St Bernard
PetLabelDog: 1 ClassLabelDog: 1
Boxer_02426.jpg:
Real: boxer Classifier: boxer
PetLabelDog: 1 ClassLabelDog: 1
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: German shorthaired pointer
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
fox_squirrel_01.jpg:
Real: fox squirrel Classifier: fox squirrel, eastern fox squirrel, Sciurus niger
PetLabelDog: 0 ClassLabelDog: 0
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
PetLabelDog: 0 ClassLabelDog: 0
Basenji_00974.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: Saint Bernard, St Bernard
PetLabelDog: 1 ClassLabelDog: 1
gecko_02.jpg:
Real: gecko Classifier: banded gecko, gecko
PetLabelDog: 0 ClassLabelDog: 0
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: Boston bull, Boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05182.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05257.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Boston_terrier_02259.jpg:
Real: boston terrier Classifier: Boston bull, Boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Poodle_07956.jpg:
Real: poodle Classifier: standard poodle, poodle
PetLabelDog: 1 ClassLabelDog: 1
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: Great Pyrenees
PetLabelDog: 1 ClassLabelDog: 1
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: Boston bull, Boston terrier
PetLabelDog: 1 ClassLabelDog: 1
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
PetLabelDog: 0 ClassLabelDog: 0
cat_07.jpg:
Real: cat Classifier: Egyptian cat, cat
PetLabelDog: 0 ClassLabelDog: 0
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
PetLabelDog: 0 ClassLabelDog: 0
German_shepherd_dog_04931.jpg:
Real: german shepherd dog Classifier: German shepherd, German shepherd dog, German police dog, alsatian
PetLabelDog: 1 ClassLabelDog: 1
NOT A MATCH:
great_horned_owl_02.jpg:
Real: great horned owl Classifier: ruffed grouse, partridge, Bonasa umbellus
PetLabelDog: 0 ClassLabelDog: 0
Great_pyrenees_05367.jpg:
Real: great pyrenees Classifier: kuvasz
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01170.jpg:
Real: beagle Classifier: Walker hound, Walker foxhound
PetLabelDog: 1 ClassLabelDog: 1
gecko_80.jpg:
Real: gecko Classifier: tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
PetLabelDog: 0 ClassLabelDog: 0
cat_01.jpg:
Real: cat Classifier: lynx
PetLabelDog: 0 ClassLabelDog: 0
# Total Images 40 # Matches: 35 # NOT Matches: 5
** Statistics from calculates_results_stats() function:
N Images: 40 N Dog Images: 30 N NotDog Images: 10
Pct Corr dog: 100.0 Pct Corr NOTdog: 100.0 Pct Corr Breed: 93.3
** Check Statistics - calculated from this function as a check:
N Images: 40 N Dog Images: 30 N NotDog Images: 10
Pct Corr dog: 100.0 Pct Corr NOTdog: 100.0 Pct Corr Breed: 93.3
*** Results Summary for CNN Model Architecture VGG ***
N Images : 40
N Dog Images : 30
N Not-Dog Images : 10
summary statistics (percentages):
pct_match : 87.5
pct_correct_dogs : 100.0
pct_correct_breed : 93.33333333333333
pct_correct_notdogs : 100.0
INCORRECT Dog Breed Assignment:
Real: great pyrenees Classifier: kuvasz
Real: beagle Classifier: Walker hound, Walker foxhound
** Total Elapsed Runtime: 0:59:28
33333333333333
100.0
INCORRECT Dog Breed Assignment:
Real: great pyrenees Classifier: kuvasz
Real: beagle Classifier: Walker hound, Walker foxhound
** Total Elapsed Runtime: 0:59:27