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vgg_pet-images.txt
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1588101876.5330863
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: 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
gecko_02.jpg:
Real: gecko Classifier: banded_gecko,gecko
skunk_029.jpg:
Real: skunk Classifier: skunk,polecat,wood_pussy
Collie_03797.jpg:
Real: collie Classifier: collie
Golden_retriever_05182.jpg:
Real: golden_retriever Classifier: golden_retriever
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: ruffed_grouse,partridge,bonasa_umbellus
gecko_80.jpg:
Real: gecko_80.jpg 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: lynx
Beagle_01170.jpg:
Real: beagle Classifier: walker_hound,walker_foxhound
# Total Images 40 # Matches: 35 # NOT Matches: 5
MATCH:
German_shepherd_dog_04890.jpg:
Real: german_shepherd_dog Classifier: german_shepherd,german_shepherd_dog,german_police_dog,alsatian
PetLabelDog: 0 ClassLabelDog: 0
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: 0
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian,coach_dog,carriage_dog
PetLabelDog: 1 ClassLabelDog: 0
Boston_terrier_02285.jpg:
Real: boston_terrier Classifier: boston_bull,boston_terrier
PetLabelDog: 0 ClassLabelDog: 0
Golden_retriever_05257.jpg:
Real: golden_retriever Classifier: golden_retriever
PetLabelDog: 0 ClassLabelDog: 0
Boston_terrier_02259.jpg:
Real: boston_terrier Classifier: boston_bull,boston_terrier
PetLabelDog: 0 ClassLabelDog: 0
Poodle_07956.jpg:
Real: poodle Classifier: standard_poodle,poodle
PetLabelDog: 1 ClassLabelDog: 0
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: 0 ClassLabelDog: 0
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: 0
Saint_bernard_08036.jpg:
Real: saint_bernard Classifier: saint_bernard,st_bernard
PetLabelDog: 0 ClassLabelDog: 0
Golden_retriever_05223.jpg:
Real: golden_retriever Classifier: golden_retriever
PetLabelDog: 0 ClassLabelDog: 0
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: 0 ClassLabelDog: 0
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: 0 ClassLabelDog: 0
Great_pyrenees_05435.jpg:
Real: great_pyrenees Classifier: great_pyrenees
PetLabelDog: 0 ClassLabelDog: 0
Golden_retriever_05195.jpg:
Real: golden_retriever Classifier: golden_retriever
PetLabelDog: 0 ClassLabelDog: 0
Beagle_01125.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08010.jpg:
Real: saint_bernard Classifier: saint_bernard,st_bernard
PetLabelDog: 0 ClassLabelDog: 0
Miniature_schnauzer_06884.jpg:
Real: miniature_schnauzer Classifier: miniature_schnauzer
PetLabelDog: 0 ClassLabelDog: 0
Poodle_07927.jpg:
Real: poodle Classifier: standard_poodle,poodle
PetLabelDog: 1 ClassLabelDog: 0
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: 0 ClassLabelDog: 0
gecko_02.jpg:
Real: gecko Classifier: banded_gecko,gecko
PetLabelDog: 0 ClassLabelDog: 0
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
Golden_retriever_05182.jpg:
Real: golden_retriever Classifier: golden_retriever
PetLabelDog: 0 ClassLabelDog: 0
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: 0 ClassLabelDog: 0
Basset_hound_01034.jpg:
Real: basset_hound Classifier: basset,basset_hound
PetLabelDog: 0 ClassLabelDog: 0
NOT A MATCH:
great_horned_owl_02.jpg:
Real: great_horned_owl Classifier: ruffed_grouse,partridge,bonasa_umbellus
PetLabelDog: 0 ClassLabelDog: 0
gecko_80.jpg:
Real: gecko_80.jpg 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: 0 ClassLabelDog: 1
cat_01.jpg:
Real: cat Classifier: lynx
PetLabelDog: 0 ClassLabelDog: 0
Beagle_01170.jpg:
Real: beagle Classifier: walker_hound,walker_foxhound
PetLabelDog: 1 ClassLabelDog: 0
# Total Images 40 # Matches: 35 # NOT Matches: 5
** Statistics from calculates_results_stats() function:
N Images: 40 N Dog Images: 12 N NotDog Images: 28
Pct Corr dog: 225.0 Pct Corr NOTdog: 96.4 Pct Corr Breed: 91.7
** Check Statistics - calculated from this function as a check:
N Images: 40 N Dog Images: 12 N NotDog Images: 28
Pct Corr dog: 50.0 Pct Corr NOTdog: 96.4 Pct Corr Breed: 50.0
*** Results Summary for CNN Model Architecture VGG ***
N Images : 40
N Dog Images : 12
N Not-Dog Images : 28
Key: pct_match Value:87.5
Key: pct_correct_dogs Value:225.0
Key: pct_correct_breed Value:91.66666666666666
Key: pct_correct_notdogs Value:96.42857142857143
INCORRECT Dog/NOT Dog Assignments:
pet label: german_shepherd_dog, classifier label:german_shepherd,german_shepherd_dog,german_police_dog,alsatian
pet label: cat, classifier label:egyptian_cat,cat
pet label: great_horned_owl, classifier label:ruffed_grouse,partridge,bonasa_umbellus
pet label: boston_terrier, classifier label:boston_bull,boston_terrier
pet label: golden_retriever, classifier label:golden_retriever
pet label: boston_terrier, classifier label:boston_bull,boston_terrier
pet label: cat, classifier label:tabby,tabby_cat,cat
pet label: gecko_80.jpg, classifier label:tailed_frog,bell_toad,ribbed_toad,tailed_toad,ascaphus_trui
pet label: great_dane, classifier label:great_dane
pet label: saint_bernard, classifier label:saint_bernard,st_bernard
pet label: golden_retriever, classifier label:golden_retriever
pet label: rabbit, classifier label:wood_rabbit,cottontail,cottontail_rabbit,rabbit
pet label: german_shorthaired_pointer, classifier label:german_shorthaired_pointer
pet label: polar_bear, classifier label:ice_bear,polar_bear,ursus_maritimus,thalarctos_maritimus
pet label: german_shepherd_dog, classifier label:german_shepherd,german_shepherd_dog,german_police_dog,alsatian
pet label: great_pyrenees, classifier label:great_pyrenees
pet label: golden_retriever, classifier label:golden_retriever
pet label: saint_bernard, classifier label:saint_bernard,st_bernard
pet label: miniature_schnauzer, classifier label:miniature_schnauzer
pet label: cat, classifier label:lynx
pet label: cocker_spaniel, classifier label:cocker_spaniel,english_cocker_spaniel,cocker
pet label: gecko, classifier label:banded_gecko,gecko
pet label: skunk, classifier label:skunk,polecat,wood_pussy
pet label: golden_retriever, classifier label:golden_retriever
pet label: fox_squirrel, classifier label:fox_squirrel,eastern_fox_squirrel,sciurus_niger
pet label: boston_terrier, classifier label:boston_bull,boston_terrier
pet label: basset_hound, classifier label:basset,basset_hound
INCORRECT Dog Breed Assignment:
1588101910.8977764
** Total Elapsed Runtime: 0:59:25