0xnu commited on
Commit
908195e
·
verified ·
1 Parent(s): ccdf18f

Upload 4 files

Browse files
config.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "model_type": "YOLOv8n",
3
  "task": "uk_license_plate_detection",
4
  "target_region": "UK",
5
  "input_size": [
@@ -15,14 +15,14 @@
15
  "security_compliant": true,
16
  "performance_metrics": {
17
  "detection_rate": 1.0,
18
- "text_extraction_rate": 0.6,
19
- "average_processing_time_seconds": 0.12875432173411053,
20
- "frames_per_second": 7.76672958648403,
21
- "min_processing_time": 0.11479806900024414,
22
- "max_processing_time": 0.18684816360473633,
23
- "std_processing_time": 0.013371934047763842
24
  },
25
- "created_date": "2025-09-10T10:46:28.150974",
26
  "dataset_source": "0xnu/uk-licence-plate",
27
  "model_version": "1.0.0"
28
  }
 
1
  {
2
+ "model_type": "YOLOv12n",
3
  "task": "uk_license_plate_detection",
4
  "target_region": "UK",
5
  "input_size": [
 
15
  "security_compliant": true,
16
  "performance_metrics": {
17
  "detection_rate": 1.0,
18
+ "text_extraction_rate": 0.5666666666666667,
19
+ "average_processing_time_seconds": 0.17944520314534504,
20
+ "frames_per_second": 5.572731856142352,
21
+ "min_processing_time": 0.15112876892089844,
22
+ "max_processing_time": 0.23734807968139648,
23
+ "std_processing_time": 0.020452130864008784
24
  },
25
+ "created_date": "2025-09-15T11:57:41.979140",
26
  "dataset_source": "0xnu/uk-licence-plate",
27
  "model_version": "1.0.0"
28
  }
ocr_config.json CHANGED
@@ -15,6 +15,6 @@
15
  "current_device": "cpu",
16
  "device_name": "CPU"
17
  },
18
- "configuration_date": "2025-09-10T10:45:21.555635",
19
  "initialization_successful": true
20
  }
 
15
  "current_device": "cpu",
16
  "device_name": "CPU"
17
  },
18
+ "configuration_date": "2025-09-15T11:57:43.440857",
19
  "initialization_successful": true
20
  }
performance_metrics.json ADDED
@@ -0,0 +1,286 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "model_version": "1.0.0",
3
+ "evaluation_date": "2025-09-15T11:57:18.902253",
4
+ "dataset_size": 30,
5
+ "metrics": {
6
+ "detection_rate": 1.0,
7
+ "text_extraction_rate": 0.5666666666666667,
8
+ "average_processing_time_seconds": 0.17944520314534504,
9
+ "frames_per_second": 5.572731856142352,
10
+ "min_processing_time": 0.15112876892089844,
11
+ "max_processing_time": 0.23734807968139648,
12
+ "std_processing_time": 0.020452130864008784
13
+ },
14
+ "detailed_results": [
15
+ {
16
+ "sample_id": 1,
17
+ "original_filename": "002635f5f3dfd5b9_jpg.rf.78b797dd62acc1e03155fc1f226a44af_aug_2.jpg",
18
+ "detected": true,
19
+ "text_extracted": false,
20
+ "extracted_text": "No text",
21
+ "text_confidence": 0.0,
22
+ "processing_time": 0.1895122528076172
23
+ },
24
+ {
25
+ "sample_id": 2,
26
+ "original_filename": "CarLongPlateGen3858_jpg.rf.9c9e9fce849a57c8487d833b689bbc76_aug_1.jpg",
27
+ "detected": true,
28
+ "text_extracted": false,
29
+ "extracted_text": "No text",
30
+ "text_confidence": 0.0,
31
+ "processing_time": 0.1628861427307129
32
+ },
33
+ {
34
+ "sample_id": 3,
35
+ "original_filename": "xemay2275_jpg.rf.bdf38834963258e401451be13ed0c949_aug_1.jpg",
36
+ "detected": true,
37
+ "text_extracted": false,
38
+ "extracted_text": "No text",
39
+ "text_confidence": 0.0,
40
+ "processing_time": 0.1605970859527588
41
+ },
42
+ {
43
+ "sample_id": 4,
44
+ "original_filename": "CarLongPlate376_jpg.rf.dbd9bb66a9692e008cd586eac0197f26_aug_2.jpg",
45
+ "detected": true,
46
+ "text_extracted": true,
47
+ "extracted_text": "EQI",
48
+ "text_confidence": 0.4498135435425875,
49
+ "processing_time": 0.18261027336120605
50
+ },
51
+ {
52
+ "sample_id": 5,
53
+ "original_filename": "xemay186_jpg.rf.c8f964d78965de403318db2595658984.jpg",
54
+ "detected": true,
55
+ "text_extracted": true,
56
+ "extracted_text": "DB",
57
+ "text_confidence": 0.28205373064232836,
58
+ "processing_time": 0.17134904861450195
59
+ },
60
+ {
61
+ "sample_id": 6,
62
+ "original_filename": "pic_491_jpg.rf.6e5a06c28fa3741e97d870a864264453_aug_2.jpg",
63
+ "detected": true,
64
+ "text_extracted": false,
65
+ "extracted_text": "No text",
66
+ "text_confidence": 0.0,
67
+ "processing_time": 0.1879570484161377
68
+ },
69
+ {
70
+ "sample_id": 7,
71
+ "original_filename": "CarLongPlateGen1756_jpg.rf.9661f88c5b4a5445068631088ca6079b_aug_1.jpg",
72
+ "detected": true,
73
+ "text_extracted": false,
74
+ "extracted_text": "No text",
75
+ "text_confidence": 0.0,
76
+ "processing_time": 0.1741950511932373
77
+ },
78
+ {
79
+ "sample_id": 8,
80
+ "original_filename": "xemay365_jpg.rf.3fb32da11ba789541c596608ea1e0b30_aug_2.jpg",
81
+ "detected": true,
82
+ "text_extracted": true,
83
+ "extracted_text": "E202",
84
+ "text_confidence": 0.195975661277771,
85
+ "processing_time": 0.1876978874206543
86
+ },
87
+ {
88
+ "sample_id": 9,
89
+ "original_filename": "CarLongPlate729_jpg.rf.6ecf3c4d4c5f5fcc594a049e548909eb.jpg",
90
+ "detected": true,
91
+ "text_extracted": false,
92
+ "extracted_text": "No text",
93
+ "text_confidence": 0.0,
94
+ "processing_time": 0.16116690635681152
95
+ },
96
+ {
97
+ "sample_id": 10,
98
+ "original_filename": "CarLongPlate842_jpg.rf.e0bdfd74c3468f5e9683578590c5bc77.jpg",
99
+ "detected": true,
100
+ "text_extracted": true,
101
+ "extracted_text": "667532",
102
+ "text_confidence": 0.5891746672353402,
103
+ "processing_time": 0.17258810997009277
104
+ },
105
+ {
106
+ "sample_id": 11,
107
+ "original_filename": "CarLongPlateGen520_jpg.rf.863ca3dda443bd8a637a0bc69760ef07_aug_2.jpg",
108
+ "detected": true,
109
+ "text_extracted": false,
110
+ "extracted_text": "No text",
111
+ "text_confidence": 0.0,
112
+ "processing_time": 0.17977285385131836
113
+ },
114
+ {
115
+ "sample_id": 12,
116
+ "original_filename": "CarLongPlateGen2261_jpg.rf.64dd7c6940c9bb8371ad7d4c99d65239_aug_1.jpg",
117
+ "detected": true,
118
+ "text_extracted": true,
119
+ "extracted_text": "PEZQD",
120
+ "text_confidence": 0.41571312342010325,
121
+ "processing_time": 0.16314411163330078
122
+ },
123
+ {
124
+ "sample_id": 13,
125
+ "original_filename": "CarLongPlate234_jpg.rf.39b8cd91571faeb7ec22e0ff2382fb41.jpg",
126
+ "detected": true,
127
+ "text_extracted": true,
128
+ "extracted_text": "615148",
129
+ "text_confidence": 0.3772032639542508,
130
+ "processing_time": 0.16279029846191406
131
+ },
132
+ {
133
+ "sample_id": 14,
134
+ "original_filename": "CarLongPlateGen3489_jpg.rf.c87f3bbcf813f20d1978b1abb0efce2e.jpg",
135
+ "detected": true,
136
+ "text_extracted": false,
137
+ "extracted_text": "No text",
138
+ "text_confidence": 0.0,
139
+ "processing_time": 0.16232681274414062
140
+ },
141
+ {
142
+ "sample_id": 15,
143
+ "original_filename": "xemay1396_jpg.rf.8fab1f9e12667aae100ac49264199595_aug_1.jpg",
144
+ "detected": true,
145
+ "text_extracted": true,
146
+ "extracted_text": "0V",
147
+ "text_confidence": 0.20261752320123713,
148
+ "processing_time": 0.19187211990356445
149
+ },
150
+ {
151
+ "sample_id": 16,
152
+ "original_filename": "cropngoaigiao6_jpg.rf.3163f8685c2bfd824910c6fb69b41404.jpg",
153
+ "detected": true,
154
+ "text_extracted": true,
155
+ "extracted_text": "CONG166Z1",
156
+ "text_confidence": 0.038651442461377535,
157
+ "processing_time": 0.1771399974822998
158
+ },
159
+ {
160
+ "sample_id": 17,
161
+ "original_filename": "rotatequandoi86_jpg.rf.95d34985be375cab3a68593ed5a2aa0c_aug_1.jpg",
162
+ "detected": true,
163
+ "text_extracted": false,
164
+ "extracted_text": "No text",
165
+ "text_confidence": 0.0,
166
+ "processing_time": 0.15112876892089844
167
+ },
168
+ {
169
+ "sample_id": 18,
170
+ "original_filename": "xemay1402_jpg.rf.827d59564bcda54fdb71dfeef2c2ebbb_aug_1.jpg",
171
+ "detected": true,
172
+ "text_extracted": true,
173
+ "extracted_text": "159H",
174
+ "text_confidence": 0.1922011822462082,
175
+ "processing_time": 0.1934521198272705
176
+ },
177
+ {
178
+ "sample_id": 19,
179
+ "original_filename": "CarLongPlateGen962_jpg.rf.30f28493420a06b2d1f9ae6c913f2be6_aug_2.jpg",
180
+ "detected": true,
181
+ "text_extracted": false,
182
+ "extracted_text": "No text",
183
+ "text_confidence": 0.0,
184
+ "processing_time": 0.163405179977417
185
+ },
186
+ {
187
+ "sample_id": 20,
188
+ "original_filename": "CarLongPlateGen2155_jpg.rf.f70254c7916127235bf15562fee36659_aug_2.jpg",
189
+ "detected": true,
190
+ "text_extracted": true,
191
+ "extracted_text": "DIE2401",
192
+ "text_confidence": 0.30853378465816617,
193
+ "processing_time": 0.16087603569030762
194
+ },
195
+ {
196
+ "sample_id": 21,
197
+ "original_filename": "CarLongPlateGen848_jpg.rf.8e05bf6a67dddf8f4abb85c58973d8ad_aug_1.jpg",
198
+ "detected": true,
199
+ "text_extracted": false,
200
+ "extracted_text": "No text",
201
+ "text_confidence": 0.0,
202
+ "processing_time": 0.1559281349182129
203
+ },
204
+ {
205
+ "sample_id": 22,
206
+ "original_filename": "2016_Nevada_license_plate_28front29_jpg.rf.f1bb822a980385ee66238773b4a2a48f_aug_1.jpg",
207
+ "detected": true,
208
+ "text_extracted": true,
209
+ "extracted_text": "AQAVBV",
210
+ "text_confidence": 0.6685062821545673,
211
+ "processing_time": 0.21277284622192383
212
+ },
213
+ {
214
+ "sample_id": 23,
215
+ "original_filename": "IMG_7090-conv_jpeg_jpg.rf.77a6c466e26ba1e7f28a78d5a4572dd5_aug_2.jpg",
216
+ "detected": true,
217
+ "text_extracted": true,
218
+ "extracted_text": "HAKF856B",
219
+ "text_confidence": 0.3923910619812566,
220
+ "processing_time": 0.20994997024536133
221
+ },
222
+ {
223
+ "sample_id": 24,
224
+ "original_filename": "pic_118_jpg.rf.783c71da15145fd2c495a67ec7a6fb5e_aug_1.jpg",
225
+ "detected": true,
226
+ "text_extracted": false,
227
+ "extracted_text": "No text",
228
+ "text_confidence": 0.0,
229
+ "processing_time": 0.17423415184020996
230
+ },
231
+ {
232
+ "sample_id": 25,
233
+ "original_filename": "xemay188_jpg.rf.f15c8d1ecae0b7e621d6b192125e62af_aug_2.jpg",
234
+ "detected": true,
235
+ "text_extracted": true,
236
+ "extracted_text": "ULO",
237
+ "text_confidence": 0.1314752995967865,
238
+ "processing_time": 0.1712629795074463
239
+ },
240
+ {
241
+ "sample_id": 26,
242
+ "original_filename": "CarLongPlate720_jpg.rf.4c77efeb909432a5863edefe4092ab16_aug_2.jpg",
243
+ "detected": true,
244
+ "text_extracted": true,
245
+ "extracted_text": "L2IZ",
246
+ "text_confidence": 0.10852644592523575,
247
+ "processing_time": 0.18139100074768066
248
+ },
249
+ {
250
+ "sample_id": 27,
251
+ "original_filename": "CarLongPlateGen2469_jpg.rf.14685c39ab156019eaeda02e05729118_aug_2.jpg",
252
+ "detected": true,
253
+ "text_extracted": true,
254
+ "extracted_text": "D66",
255
+ "text_confidence": 0.16544792194734254,
256
+ "processing_time": 0.22888898849487305
257
+ },
258
+ {
259
+ "sample_id": 28,
260
+ "original_filename": "xemay1967_jpg.rf.4d21c29460c793289dc919c1f10a9f53_aug_1.jpg",
261
+ "detected": true,
262
+ "text_extracted": false,
263
+ "extracted_text": "No text",
264
+ "text_confidence": 0.0,
265
+ "processing_time": 0.17047810554504395
266
+ },
267
+ {
268
+ "sample_id": 29,
269
+ "original_filename": "CarLongPlateGen1861_jpg.rf.28319f5534d1ce7f5f29bb66e8dab92a.jpg",
270
+ "detected": true,
271
+ "text_extracted": true,
272
+ "extracted_text": "EZJ",
273
+ "text_confidence": 0.23624756959622945,
274
+ "processing_time": 0.23734807968139648
275
+ },
276
+ {
277
+ "sample_id": 30,
278
+ "original_filename": "CarLongPlate851_jpg.rf.e97af7f8ad964a8d97b9a4b1fb45a8f6_aug_2.jpg",
279
+ "detected": true,
280
+ "text_extracted": true,
281
+ "extracted_text": "FEEI2J",
282
+ "text_confidence": 0.1010013217171147,
283
+ "processing_time": 0.18463373184204102
284
+ }
285
+ ]
286
+ }
training_results.json CHANGED
@@ -2,10 +2,10 @@
2
  "final_metrics": {
3
  "map50": 0.995,
4
  "map50_95": 0.9949999999999999,
5
- "precision": 0.9999949180469193,
6
  "recall": 1.0
7
  },
8
- "training_completed": "2025-09-10T10:45:15.217042",
9
  "epochs_completed": 10,
10
  "device_used": "cpu",
11
  "batch_size_used": 4,
 
2
  "final_metrics": {
3
  "map50": 0.995,
4
  "map50_95": 0.9949999999999999,
5
+ "precision": 0.9999859551751913,
6
  "recall": 1.0
7
  },
8
+ "training_completed": "2025-09-15T11:56:22.767164",
9
  "epochs_completed": 10,
10
  "device_used": "cpu",
11
  "batch_size_used": 4,