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resnet_pet-images.txt
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Command Line Arguments:
dir = pet_images/
arch = resnet
dogfile = dognames.txt
10 filenames from folder pet_images
Filename = German_shepherd_dog_04890.jpg label = german shepherd dog
1 file: German_shepherd_dog_04890.jpg
Filename = cat_07.jpg label = cat
2 file: cat_07.jpg
Filename = Dalmatian_04068.jpg label = dalmatian
3 file: Dalmatian_04068.jpg
Filename = great_horned_owl_02.jpg label = great horned owl
4 file: great_horned_owl_02.jpg
Filename = Dalmatian_04037.jpg label = dalmatian
5 file: Dalmatian_04037.jpg
Filename = Boston_terrier_02285.jpg label = boston terrier
6 file: Boston_terrier_02285.jpg
Filename = Golden_retriever_05257.jpg label = golden retriever
7 file: Golden_retriever_05257.jpg
Filename = Boston_terrier_02259.jpg label = boston terrier
8 file: Boston_terrier_02259.jpg
Filename = Poodle_07956.jpg label = poodle
9 file: Poodle_07956.jpg
Filename = cat_02.jpg label = cat
10 file: cat_02.jpg
Filename = Basenji_00974.jpg label = basenji
11 file: Basenji_00974.jpg
Filename = gecko_80.jpg label = gecko
12 file: gecko_80.jpg
Filename = Beagle_01141.jpg label = beagle
13 file: Beagle_01141.jpg
Filename = Great_dane_05320.jpg label = great dane
14 file: Great_dane_05320.jpg
Filename = Boxer_02426.jpg label = boxer
15 file: Boxer_02426.jpg
Filename = Great_pyrenees_05367.jpg label = great pyrenees
16 file: Great_pyrenees_05367.jpg
Filename = Dalmatian_04017.jpg label = dalmatian
17 file: Dalmatian_04017.jpg
Filename = Saint_bernard_08036.jpg label = saint bernard
18 file: Saint_bernard_08036.jpg
Filename = Golden_retriever_05223.jpg label = golden retriever
19 file: Golden_retriever_05223.jpg
Filename = Rabbit_002.jpg label = rabbit
20 file: Rabbit_002.jpg
Filename = German_shorthaired_pointer_04986.jpg label = german shorthaired pointer
21 file: German_shorthaired_pointer_04986.jpg
Filename = polar_bear_04.jpg label = polar bear
22 file: polar_bear_04.jpg
Filename = German_shepherd_dog_04931.jpg label = german shepherd dog
23 file: German_shepherd_dog_04931.jpg
Filename = Great_pyrenees_05435.jpg label = great pyrenees
24 file: Great_pyrenees_05435.jpg
Filename = Golden_retriever_05195.jpg label = golden retriever
25 file: Golden_retriever_05195.jpg
Filename = Beagle_01125.jpg label = beagle
26 file: Beagle_01125.jpg
Filename = Saint_bernard_08010.jpg label = saint bernard
27 file: Saint_bernard_08010.jpg
Filename = Miniature_schnauzer_06884.jpg label = miniature schnauzer
28 file: Miniature_schnauzer_06884.jpg
Filename = Poodle_07927.jpg label = poodle
29 file: Poodle_07927.jpg
Filename = cat_01.jpg label = cat
30 file: cat_01.jpg
Filename = Basenji_00963.jpg label = basenji
31 file: Basenji_00963.jpg
Filename = Cocker_spaniel_03750.jpg label = cocker spaniel
32 file: Cocker_spaniel_03750.jpg
Filename = gecko_02.jpg label = gecko
33 file: gecko_02.jpg
Filename = skunk_029.jpg label = skunk
34 file: skunk_029.jpg
Filename = Collie_03797.jpg label = collie
35 file: Collie_03797.jpg
Filename = Beagle_01170.jpg label = beagle
36 file: Beagle_01170.jpg
Filename = Golden_retriever_05182.jpg label = golden retriever
37 file: Golden_retriever_05182.jpg
Filename = fox_squirrel_01.jpg label = fox squirrel
38 file: fox_squirrel_01.jpg
Filename = Boston_terrier_02303.jpg label = boston terrier
39 file: Boston_terrier_02303.jpg
Filename = Basset_hound_01034.jpg label = basset hound
40 file: Basset_hound_01034.jpg
Empty dictionary has 0 items
Printing all key-value pairs in dictionary results_dic:
filename = German_shepherd_dog_04890.jpg pet label = german shepherd dog
filename = cat_07.jpg pet label = cat
filename = Dalmatian_04068.jpg pet label = dalmatian
filename = great_horned_owl_02.jpg pet label = great horned owl
filename = Dalmatian_04037.jpg pet label = dalmatian
filename = Boston_terrier_02285.jpg pet label = boston terrier
filename = Golden_retriever_05257.jpg pet label = golden retriever
filename = Boston_terrier_02259.jpg pet label = boston terrier
filename = Poodle_07956.jpg pet label = poodle
filename = cat_02.jpg pet label = cat
filename = Basenji_00974.jpg pet label = basenji
filename = gecko_80.jpg pet label = gecko
filename = Beagle_01141.jpg pet label = beagle
filename = Great_dane_05320.jpg pet label = great dane
filename = Boxer_02426.jpg pet label = boxer
filename = Great_pyrenees_05367.jpg pet label = great pyrenees
filename = Dalmatian_04017.jpg pet label = dalmatian
filename = Saint_bernard_08036.jpg pet label = saint bernard
filename = Golden_retriever_05223.jpg pet label = golden retriever
filename = Rabbit_002.jpg pet label = rabbit
filename = German_shorthaired_pointer_04986.jpg pet label = german shorthaired pointer
filename = polar_bear_04.jpg pet label = polar bear
filename = German_shepherd_dog_04931.jpg pet label = german shepherd dog
filename = Great_pyrenees_05435.jpg pet label = great pyrenees
filename = Golden_retriever_05195.jpg pet label = golden retriever
filename = Beagle_01125.jpg pet label = beagle
filename = Saint_bernard_08010.jpg pet label = saint bernard
filename = Miniature_schnauzer_06884.jpg pet label = miniature schnauzer
filename = Poodle_07927.jpg pet label = poodle
filename = cat_01.jpg pet label = cat
filename = Basenji_00963.jpg pet label = basenji
filename = Cocker_spaniel_03750.jpg pet label = cocker spaniel
filename = gecko_02.jpg pet label = gecko
filename = skunk_029.jpg pet label = skunk
filename = Collie_03797.jpg pet label = collie
filename = Beagle_01170.jpg pet label = beagle
filename = Golden_retriever_05182.jpg pet label = golden retriever
filename = fox_squirrel_01.jpg pet label = fox squirrel
filename = Boston_terrier_02303.jpg pet label = boston terrier
filename = Basset_hound_01034.jpg pet label = basset hound
Empty dictionary has 40 items
Pet Image Label Dictionary has 40 key-value pairs.
Below are 10 of them:
1 key: German_shepherd_dog_04890.jpg label: german shepherd dog
2 key: cat_07.jpg label: cat
3 key: Dalmatian_04068.jpg label: dalmatian
4 key: great_horned_owl_02.jpg label: great horned owl
5 key: Dalmatian_04037.jpg label: dalmatian
6 key: Boston_terrier_02285.jpg label: boston terrier
7 key: Golden_retriever_05257.jpg label: golden retriever
8 key: Boston_terrier_02259.jpg label: boston terrier
9 key: Poodle_07956.jpg label: poodle
10 key: cat_02.jpg label: cat
MATCH:
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
cat_07.jpg:
Real: cat Classifier: egyptian cat, cat
Dalmatian_04068.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
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
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
Basenji_00974.jpg:
Real: basenji Classifier: basenji
Beagle_01141.jpg:
Real: beagle Classifier: beagle
Great_dane_05320.jpg:
Real: great dane Classifier: great dane
Boxer_02426.jpg:
Real: boxer Classifier: boxer
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: german shorthaired pointer
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, ursus maritimus, thalarctos maritimus
German_shepherd_dog_04931.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: great pyrenees
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
Beagle_01125.jpg:
Real: beagle Classifier: beagle
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
Basenji_00963.jpg:
Real: basenji Classifier: basenji
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, english cocker spaniel, cocker
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
Collie_03797.jpg:
Real: collie Classifier: collie
fox_squirrel_01.jpg:
Real: fox squirrel Classifier: fox squirrel, eastern fox squirrel, sciurus niger
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
NOT A MATCH:
great_horned_owl_02.jpg:
Real: great horned owl Classifier: great grey owl, great gray owl, strix nebulosa
gecko_80.jpg:
Real: gecko Classifier: tailed frog, bell toad, ribbed toad, tailed toad, ascaphus trui
Great_pyrenees_05367.jpg:
Real: great pyrenees Classifier: kuvasz
cat_01.jpg:
Real: cat Classifier: norwegian elkhound, elkhound
gecko_02.jpg:
Real: gecko Classifier: african chameleon, chamaeleo chamaeleon
Beagle_01170.jpg:
Real: beagle Classifier: walker hound, walker foxhound
Golden_retriever_05182.jpg:
Real: golden retriever Classifier: leonberg
# Total Images 40 # Matches: 33 # NOT Matches: 7
MATCH:
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
PetLabelDog: 1 ClassLabelDog: 1
cat_07.jpg:
Real: cat Classifier: egyptian cat, cat
PetLabelDog: 0 ClassLabelDog: 0
Dalmatian_04068.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
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
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
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
PetLabelDog: 0 ClassLabelDog: 0
Basenji_00974.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01141.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 1 ClassLabelDog: 1
Great_dane_05320.jpg:
Real: great dane Classifier: great dane
PetLabelDog: 1 ClassLabelDog: 1
Boxer_02426.jpg:
Real: boxer Classifier: boxer
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
PetLabelDog: 0 ClassLabelDog: 0
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: german shorthaired pointer
PetLabelDog: 1 ClassLabelDog: 1
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, ursus maritimus, thalarctos maritimus
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
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: great pyrenees
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01125.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
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
PetLabelDog: 1 ClassLabelDog: 1
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
PetLabelDog: 1 ClassLabelDog: 1
Basenji_00963.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, english cocker spaniel, cocker
PetLabelDog: 1 ClassLabelDog: 1
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
PetLabelDog: 0 ClassLabelDog: 0
Collie_03797.jpg:
Real: collie Classifier: collie
PetLabelDog: 1 ClassLabelDog: 1
fox_squirrel_01.jpg:
Real: fox squirrel Classifier: fox squirrel, eastern fox squirrel, sciurus niger
PetLabelDog: 0 ClassLabelDog: 0
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
PetLabelDog: 1 ClassLabelDog: 1
NOT A MATCH:
great_horned_owl_02.jpg:
Real: great horned owl Classifier: great grey owl, great gray owl, strix nebulosa
PetLabelDog: 0 ClassLabelDog: 0
gecko_80.jpg:
Real: gecko Classifier: tailed frog, bell toad, ribbed toad, tailed toad, ascaphus trui
PetLabelDog: 0 ClassLabelDog: 0
Great_pyrenees_05367.jpg:
Real: great pyrenees Classifier: kuvasz
PetLabelDog: 1 ClassLabelDog: 1
cat_01.jpg:
Real: cat Classifier: norwegian elkhound, elkhound
PetLabelDog: 0 ClassLabelDog: 1
gecko_02.jpg:
Real: gecko Classifier: african chameleon, chamaeleo chamaeleon
PetLabelDog: 0 ClassLabelDog: 0
Beagle_01170.jpg:
Real: beagle Classifier: walker hound, walker foxhound
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05182.jpg:
Real: golden retriever Classifier: leonberg
PetLabelDog: 1 ClassLabelDog: 1
# Total Images 40 # Matches: 33 # NOT Matches: 7
** 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: 90.0 Pct Corr Breed: 90.0
** 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: 90.0 Pct Corr Breed: 90.0
Model used: resnet
Number of Images: 40
Number of Dog Images: 30
Number of "Not-a" Dog Images: 10
pct_match: 82.5
pct_correct_dogs: 100.0
pct_correct_breed: 90.0
pct_correct_notdogs: 90.0
MISCLASSIFIED DOGS:
Pet Image Label?: cat
Classifier Label?: norwegian elkhound, elkhound
MISCLASSIFIED BREEDS:
Pet Image Label?: great pyrenees
Classifier Label?: kuvasz
MISCLASSIFIED BREEDS:
Pet Image Label?: beagle
Classifier Label?: walker hound, walker foxhound
MISCLASSIFIED BREEDS:
Pet Image Label?: golden retriever
Classifier Label?: leonberg
** Total Elapsed Runtime: 0:0:5