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resnet_uploaded-images.txt
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resnet_uploaded-images.txt
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Command Line Arguments:
dir = uploaded_images/
arch = resnet
dogfile = dognames.txt
Pet Image Label Dictionary has 4 key-value pairs.
Below are 4 of them:
1 key: Cat_01.jpg label: cat
2 key: Russian_flag_01.jpg label: russian flag
3 key: Dog_02.jpg label: dog
4 key: Dog_01.jpg label: dog
MATCH:
NOT A MATCH:
Cat_01.jpg:
Real: cat Classifier: Chihuahua
Russian_flag_01.jpg:
Real: russian flag Classifier: flagpole, flagstaff
Dog_02.jpg:
Real: dog Classifier: French bulldog
Dog_01.jpg:
Real: dog Classifier: French bulldog
# Total Images 4 # Matches: 0 # NOT Matches: 4
** Warning: Key= corgi already exists.
** Warning: Key= affenpinscher already exists.
** Warning: Key= afghan hound already exists.
** Warning: Key= airedale terrier already exists.
** Warning: Key= alaskan malamute already exists.
** Warning: Key= american staffordshire terrier already exists.
** Warning: Key= basset hound already exists.
** Warning: Key= bloodhound already exists.
** Warning: Key= borzoi already exists.
** Warning: Key= boston terrier already exists.
** Warning: Key= bouvier des flandres already exists.
** Warning: Key= cairn terrier already exists.
** Warning: Key= cardigan welsh corgi already exists.
** Warning: Key= chow chow already exists.
** Warning: Key= clumber spaniel already exists.
** Warning: Key= cocker spaniel already exists.
** Warning: Key= corgi already exists.
** Warning: Key= dalmatian already exists.
** Warning: Key= dandie dinmont terrier already exists.
** Warning: Key= deerhound already exists.
** Warning: Key= doberman pinscher already exists.
** Warning: Key= english cocker spaniel already exists.
** Warning: Key= english springer spaniel already exists.
** Warning: Key= german shepherd dog already exists.
** Warning: Key= ibizan hound already exists.
** Warning: Key= irish setter already exists.
** Warning: Key= lhasa apso already exists.
** Warning: Key= maltese already exists.
** Warning: Key= newfoundland already exists.
** Warning: Key= norwegian elkhound already exists.
** Warning: Key= old english sheepdog already exists.
** Warning: Key= otterhound already exists.
** Warning: Key= pekingese already exists.
** Warning: Key= pembroke welsh corgi already exists.
** Warning: Key= poodle already exists.
** Warning: Key= pug already exists.
** Warning: Key= saint bernard already exists.
** Warning: Key= saluki already exists.
** Warning: Key= samoyed already exists.
** Warning: Key= schnauzer already exists.
** Warning: Key= scottish terrier already exists.
** Warning: Key= sealyham terrier already exists.
** Warning: Key= shetland sheepdog already exists.
** Warning: Key= silky terrier already exists.
** Warning: Key= staffordshire bull terrier already exists.
** Warning: Key= tibetan terrier already exists.
** Warning: Key= vizsla already exists.
** Warning: Key= walker hound already exists.
MATCH:
NOT A MATCH:
Cat_01.jpg:
Real: cat Classifier: Chihuahua
PetLabelDog: 0 ClassLabelDog: 1
Russian_flag_01.jpg:
Real: russian flag Classifier: flagpole, flagstaff
PetLabelDog: 0 ClassLabelDog: 0
Dog_02.jpg:
Real: dog Classifier: French bulldog
PetLabelDog: 1 ClassLabelDog: 1
Dog_01.jpg:
Real: dog Classifier: French bulldog
PetLabelDog: 1 ClassLabelDog: 1
# Total Images 4 # Matches: 0 # NOT Matches: 4
** Statistics from calculates_results_stats() function:
N Images: 4 N Dog Images: 2 N NotDog Images: 2
Pct Corr dog: 100.0 Pct Corr NOTdog: 50.0 Pct Corr Breed: 0.0
** Check Statistics - calculated from this function as a check:
N Images: 4 N Dog Images: 2 N NotDog Images: 2
Pct Corr dog: 100.0 Pct Corr NOTdog: 50.0 Pct Corr Breed: 0.0
*** Results Summary for CNN Model Architecture RESNET ***
N Images : 4
N Dog Images : 2
N Not-Dog Images : 2
pct_match = 0.0
pct_correct_dogs = 100.0
pct_correct_breed = 0.0
pct_correct_notdogs = 50.0
INCORRECT Dog/NOT Dog Assignments:
Real: cat Classifier: Chihuahua
INCORRECT Dog Breed Assignment:
Real: dog Classifier: French bulldog
Real: dog Classifier: French bulldog
** Total Elapsed Runtime: 0:0:0