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resnet_pet-images.txt
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resnet_pet-images.txt
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Command Line Arguments:
dir = pet_images/
arch = resnet
dogfile = dognames.txt
Pet Image Label Dictionary has 40 key-value pairs.
Below are 10 of them:
1 key: Basenji_00963.jpg label: basenji
2 key: Basenji_00974.jpg label: basenji
3 key: Basset_hound_01034.jpg label: basset hound
4 key: Beagle_01125.jpg label: beagle
5 key: Beagle_01141.jpg label: beagle
6 key: Beagle_01170.jpg label: beagle
7 key: Boston_terrier_02259.jpg label: boston terrier
8 key: Boston_terrier_02285.jpg label: boston terrier
9 key: Boston_terrier_02303.jpg label: boston terrier
10 key: Boxer_02426.jpg label: boxer
MATCH:
Basenji_00963.jpg:
Real: basenji Classifier: basenji
Basenji_00974.jpg:
Real: basenji Classifier: basenji
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
Beagle_01125.jpg:
Real: beagle Classifier: beagle
Beagle_01141.jpg:
Real: beagle Classifier: beagle
Boston_terrier_02259.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
Boxer_02426.jpg:
Real: boxer Classifier: boxer
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
cat_07.jpg:
Real: cat Classifier: egyptian cat, cat
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, english cocker spaniel, cocker
Collie_03797.jpg:
Real: collie Classifier: collie
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Dalmatian_04068.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
fox_squirrel_01.jpg:
Real: fox squirrel Classifier: fox squirrel, eastern fox squirrel, sciurus niger
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
German_shepherd_dog_04931.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: german shorthaired pointer
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
Golden_retriever_05257.jpg:
Real: golden retriever Classifier: golden retriever
Great_dane_05320.jpg:
Real: great dane Classifier: great dane
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: great pyrenees
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, ursus maritimus, thalarctos maritimus
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
Poodle_07956.jpg:
Real: poodle Classifier: standard poodle, poodle
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
NOT A MATCH:
Beagle_01170.jpg:
Real: beagle Classifier: walker hound, walker foxhound
cat_01.jpg:
Real: cat Classifier: norwegian elkhound, elkhound
gecko_02.jpg:
Real: gecko Classifier: african chameleon, chamaeleo chamaeleon
gecko_80.jpg:
Real: gecko Classifier: tailed frog, bell toad, ribbed toad, tailed toad, ascaphus trui
Golden_retriever_05182.jpg:
Real: golden retriever Classifier: leonberg
great_horned_owl_02.jpg:
Real: great horned owl Classifier: great grey owl, great gray owl, strix nebulosa
Great_pyrenees_05367.jpg:
Real: great pyrenees Classifier: kuvasz
# Total Images 40 # Matches: 33 # NOT Matches: 7
MATCH:
Basenji_00963.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Basenji_00974.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01125.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 0 ClassLabelDog: 0
Beagle_01141.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 0 ClassLabelDog: 0
Boston_terrier_02259.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Boxer_02426.jpg:
Real: boxer Classifier: boxer
PetLabelDog: 0 ClassLabelDog: 0
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
PetLabelDog: 0 ClassLabelDog: 0
cat_07.jpg:
Real: cat Classifier: egyptian cat, cat
PetLabelDog: 0 ClassLabelDog: 0
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, english cocker spaniel, cocker
PetLabelDog: 0 ClassLabelDog: 1
Collie_03797.jpg:
Real: collie Classifier: collie
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04068.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
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
PetLabelDog: 1 ClassLabelDog: 1
German_shepherd_dog_04931.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
PetLabelDog: 1 ClassLabelDog: 1
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: german shorthaired pointer
PetLabelDog: 0 ClassLabelDog: 0
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05257.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Great_dane_05320.jpg:
Real: great dane Classifier: great dane
PetLabelDog: 0 ClassLabelDog: 0
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: great pyrenees
PetLabelDog: 1 ClassLabelDog: 1
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
PetLabelDog: 0 ClassLabelDog: 0
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, ursus maritimus, thalarctos maritimus
PetLabelDog: 0 ClassLabelDog: 0
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
PetLabelDog: 0 ClassLabelDog: 1
Poodle_07956.jpg:
Real: poodle Classifier: standard poodle, poodle
PetLabelDog: 0 ClassLabelDog: 1
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
PetLabelDog: 0 ClassLabelDog: 0
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
PetLabelDog: 1 ClassLabelDog: 1
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
PetLabelDog: 0 ClassLabelDog: 0
NOT A MATCH:
Beagle_01170.jpg:
Real: beagle Classifier: walker hound, walker foxhound
PetLabelDog: 0 ClassLabelDog: 0
cat_01.jpg:
Real: cat Classifier: norwegian elkhound, elkhound
PetLabelDog: 0 ClassLabelDog: 0
gecko_02.jpg:
Real: gecko Classifier: african chameleon, chamaeleo chamaeleon
PetLabelDog: 0 ClassLabelDog: 0
gecko_80.jpg:
Real: gecko Classifier: tailed frog, bell toad, ribbed toad, tailed toad, ascaphus trui
PetLabelDog: 0 ClassLabelDog: 0
Golden_retriever_05182.jpg:
Real: golden retriever Classifier: leonberg
PetLabelDog: 1 ClassLabelDog: 1
great_horned_owl_02.jpg:
Real: great horned owl Classifier: great grey owl, great gray owl, strix nebulosa
PetLabelDog: 0 ClassLabelDog: 0
Great_pyrenees_05367.jpg:
Real: great pyrenees Classifier: kuvasz
PetLabelDog: 1 ClassLabelDog: 0
# Total Images 40 # Matches: 33 # NOT Matches: 7
** Statistics from calculates_results_stats() function:
N Images: 40 N Dog Images: 20 N NotDog Images: 20
Pct Corr dog: 90.0 Pct Corr NOTdog: 85.0 Pct Corr Breed: 90.0
** Check Statistics - calculated from this function as a check:
N Images: 40 N Dog Images: 20 N NotDog Images: 20
Pct Corr dog: 95.0 Pct Corr NOTdog: 85.0 Pct Corr Breed: 90.0
*** Results Summary for CNN Model Architecture RESNET ***
N Images : 40
N Dog Images : 20
N Not-Dog Images : 20
Pet label: cocker spaniel, Classifier label: cocker spaniel, english cocker spaniel, cocker
Pet label: great pyrenees, Classifier label: kuvasz
Pet label: poodle, Classifier label: standard poodle, poodle
Pet label: poodle, Classifier label: standard poodle, poodle
INCORRECT Dog/NOT Dog Assignments:
Pet label: cocker spaniel, Classifier label: cocker spaniel, english cocker spaniel, cocker
Pet label: great pyrenees, Classifier label: kuvasz
Pet label: poodle, Classifier label: standard poodle, poodle
Pet label: poodle, Classifier label: standard poodle, poodle
INCORRECT Dog Breed Assignment:
Real: golden retriever Classifier: leonberg
** Total Elapsed Runtime: 0:0:1