-
Notifications
You must be signed in to change notification settings - Fork 0
/
resnet_pet-images.txt
337 lines (243 loc) · 12.6 KB
/
resnet_pet-images.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
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: cat_01.jpg label: cat
2 key: Poodle_07927.jpg label: poodle
3 key: cat_02.jpg label: cat
4 key: Great_dane_05320.jpg label: great dane
5 key: Dalmatian_04068.jpg label: dalmatian
6 key: gecko_02.jpg label: gecko
7 key: cat_07.jpg label: cat
8 key: Great_pyrenees_05435.jpg label: great pyrenees
9 key: German_shepherd_dog_04931.jpg label: german shepherd dog
10 key: German_shepherd_dog_04890.jpg label: german shepherd dog
MATCH:
Poodle_07927.jpg:
Real: poodle Classifier: standard poodle, poodle
cat_02.jpg:
Real: cat Classifier: tabby, tabby cat, cat
Great_dane_05320.jpg:
Real: great dane Classifier: great dane
Dalmatian_04068.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
cat_07.jpg:
Real: cat Classifier: egyptian cat, cat
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: great pyrenees
German_shepherd_dog_04931.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
German_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
Collie_03797.jpg:
Real: collie Classifier: collie
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
polar_bear_04.jpg:
Real: polar bear Classifier: ice bear, polar bear, ursus maritimus, thalarctos maritimus
Poodle_07956.jpg:
Real: poodle Classifier: standard poodle, poodle
fox_squirrel_01.jpg:
Real: fox squirrel Classifier: fox squirrel, eastern fox squirrel, sciurus niger
Boston_terrier_02285.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
skunk_029.jpg:
Real: skunk Classifier: skunk, polecat, wood pussy
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
Beagle_01141.jpg:
Real: beagle Classifier: beagle
Basenji_00974.jpg:
Real: basenji Classifier: basenji
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
Boxer_02426.jpg:
Real: boxer Classifier: boxer
Basenji_00963.jpg:
Real: basenji Classifier: basenji
Boston_terrier_02259.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
Golden_retriever_05195.jpg:
Real: golden retriever Classifier: golden retriever
Beagle_01125.jpg:
Real: beagle Classifier: beagle
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: german shorthaired pointer
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, english cocker spaniel, cocker
Golden_retriever_05257.jpg:
Real: golden retriever Classifier: golden retriever
Basset_hound_01034.jpg:
Real: basset hound Classifier: basset, basset hound
NOT A MATCH:
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
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:
Poodle_07927.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
Great_dane_05320.jpg:
Real: great dane Classifier: great dane
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04068.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
cat_07.jpg:
Real: cat Classifier: egyptian cat, cat
PetLabelDog: 0 ClassLabelDog: 0
Great_pyrenees_05435.jpg:
Real: great pyrenees Classifier: great pyrenees
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_shepherd_dog_04890.jpg:
Real: german shepherd dog Classifier: german shepherd, german shepherd dog, german police dog, alsatian
PetLabelDog: 1 ClassLabelDog: 1
Collie_03797.jpg:
Real: collie Classifier: collie
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08010.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04037.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Rabbit_002.jpg:
Real: rabbit Classifier: wood rabbit, cottontail, cottontail rabbit, rabbit
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_07956.jpg:
Real: poodle Classifier: standard poodle, poodle
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_02285.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
Boston_terrier_02303.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Miniature_schnauzer_06884.jpg:
Real: miniature schnauzer Classifier: miniature schnauzer
PetLabelDog: 1 ClassLabelDog: 1
Beagle_01141.jpg:
Real: beagle Classifier: beagle
PetLabelDog: 1 ClassLabelDog: 1
Basenji_00974.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Dalmatian_04017.jpg:
Real: dalmatian Classifier: dalmatian, coach dog, carriage dog
PetLabelDog: 1 ClassLabelDog: 1
Boxer_02426.jpg:
Real: boxer Classifier: boxer
PetLabelDog: 1 ClassLabelDog: 1
Basenji_00963.jpg:
Real: basenji Classifier: basenji
PetLabelDog: 1 ClassLabelDog: 1
Boston_terrier_02259.jpg:
Real: boston terrier Classifier: boston bull, boston terrier
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05223.jpg:
Real: golden retriever Classifier: golden retriever
PetLabelDog: 1 ClassLabelDog: 1
Saint_bernard_08036.jpg:
Real: saint bernard Classifier: saint bernard, st bernard
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
German_shorthaired_pointer_04986.jpg:
Real: german shorthaired pointer Classifier: german shorthaired pointer
PetLabelDog: 1 ClassLabelDog: 1
Cocker_spaniel_03750.jpg:
Real: cocker spaniel Classifier: cocker spaniel, english cocker spaniel, cocker
PetLabelDog: 1 ClassLabelDog: 1
Golden_retriever_05257.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
NOT A MATCH:
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
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: 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
*** Results Summary for CNN Model Architecture RESNET ***
N Images : 40
N Dog Images : 30
N Not-Dog Images : 10
pct_match: 82.5
pct_correct_dogs: 100.0
pct_correct_breed: 90.0
pct_correct_notdogs: 90.0
Incorrect Dog/Not Dog Assignments:
Real: cat Classifier: norwegian elkhound, elkhound
Incorrect Dog Breed Assignments:
Real: beagle Classifier: walker hound, walker foxhound
Real: golden retriever Classifier: leonberg
Real: great pyrenees Classifier: kuvasz
** Total Elapsed Runtime: 0:0:1