Hugging Face's logo

NotSarahConnor1984
/
detr_finetuned_cppe5

Object Detection
Transformers
TensorBoard
Safetensors
conditional_detr
Generated from Trainer
Model card Files Metrics Community
NotSarahConnor1984 commited on
Commit
a0a734b
·
verified ·
1 Parent(s): 9786d9e

End of training

Browse files
Files changed (13) hide show
  1. README.md +108 -0
  2. model.safetensors +1 -1
  3. runs/May29_17-41-08_LAPTOP-S45RK0KK/events.out.tfevents.1717000878.LAPTOP-S45RK0KK.4840.6 +3 -0
  4. runs/May29_17-42-15_LAPTOP-S45RK0KK/events.out.tfevents.1717000937.LAPTOP-S45RK0KK.4840.7 +3 -0
  5. runs/May29_17-43-03_LAPTOP-S45RK0KK/events.out.tfevents.1717000988.LAPTOP-S45RK0KK.4840.8 +3 -0
  6. runs/May29_17-43-45_LAPTOP-S45RK0KK/events.out.tfevents.1717001026.LAPTOP-S45RK0KK.4840.9 +3 -0
  7. runs/May29_17-44-23_LAPTOP-S45RK0KK/events.out.tfevents.1717001064.LAPTOP-S45RK0KK.4840.10 +3 -0
  8. runs/May29_17-44-23_LAPTOP-S45RK0KK/events.out.tfevents.1717003932.LAPTOP-S45RK0KK.4840.11 +3 -0
  9. runs/May30_08-50-35_LAPTOP-S45RK0KK/events.out.tfevents.1717055442.LAPTOP-S45RK0KK.14416.0 +3 -0
  10. runs/May30_08-51-03_LAPTOP-S45RK0KK/events.out.tfevents.1717055465.LAPTOP-S45RK0KK.14416.1 +3 -0
  11. runs/May30_08-51-46_LAPTOP-S45RK0KK/events.out.tfevents.1717055510.LAPTOP-S45RK0KK.14416.2 +3 -0
  12. runs/May30_08-51-46_LAPTOP-S45RK0KK/events.out.tfevents.1717066960.LAPTOP-S45RK0KK.14416.3 +3 -0
  13. training_args.bin +1 -1
README.md ADDED
@@ -0,0 +1,108 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: microsoft/conditional-detr-resnet-50
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: detr_finetuned_cppe5
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # detr_finetuned_cppe5
15
+
16
+ This model is a fine-tuned version of [microsoft/conditional-detr-resnet-50](https://huggingface.co/microsoft/conditional-detr-resnet-50) on an unknown dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 1.3354
19
+ - Map: 0.254
20
+ - Map 50: 0.4976
21
+ - Map 75: 0.219
22
+ - Map Small: 0.1421
23
+ - Map Medium: 0.1935
24
+ - Map Large: 0.5146
25
+ - Mar 1: 0.2769
26
+ - Mar 10: 0.4288
27
+ - Mar 100: 0.4504
28
+ - Mar Small: 0.2575
29
+ - Mar Medium: 0.4186
30
+ - Mar Large: 0.7227
31
+ - Map Coverall: 0.5401
32
+ - Mar 100 Coverall: 0.6545
33
+ - Map Face Shield: 0.176
34
+ - Mar 100 Face Shield: 0.4823
35
+ - Map Gloves: 0.1858
36
+ - Mar 100 Gloves: 0.3558
37
+ - Map Goggles: 0.0977
38
+ - Mar 100 Goggles: 0.3692
39
+ - Map Mask: 0.2704
40
+ - Mar 100 Mask: 0.3902
41
+
42
+ ## Model description
43
+
44
+ More information needed
45
+
46
+ ## Intended uses & limitations
47
+
48
+ More information needed
49
+
50
+ ## Training and evaluation data
51
+
52
+ More information needed
53
+
54
+ ## Training procedure
55
+
56
+ ### Training hyperparameters
57
+
58
+ The following hyperparameters were used during training:
59
+ - learning_rate: 5e-05
60
+ - train_batch_size: 8
61
+ - eval_batch_size: 8
62
+ - seed: 42
63
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
64
+ - lr_scheduler_type: cosine
65
+ - num_epochs: 30
66
+
67
+ ### Training results
68
+
69
+ | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Coverall | Mar 100 Coverall | Map Face Shield | Mar 100 Face Shield | Map Gloves | Mar 100 Gloves | Map Goggles | Mar 100 Goggles | Map Mask | Mar 100 Mask |
70
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:------------:|:----------------:|:---------------:|:-------------------:|:----------:|:--------------:|:-----------:|:---------------:|:--------:|:------------:|
71
+ | No log | 1.0 | 107 | 2.9643 | 0.0054 | 0.0169 | 0.002 | 0.002 | 0.0035 | 0.0043 | 0.0165 | 0.0514 | 0.0726 | 0.0283 | 0.0874 | 0.0509 | 0.0179 | 0.1032 | 0.0 | 0.0038 | 0.0013 | 0.0888 | 0.0 | 0.0 | 0.0079 | 0.1671 |
72
+ | No log | 2.0 | 214 | 2.3325 | 0.0192 | 0.0457 | 0.0163 | 0.0033 | 0.0116 | 0.0248 | 0.0372 | 0.0841 | 0.1275 | 0.0715 | 0.0998 | 0.0922 | 0.0822 | 0.268 | 0.0 | 0.0038 | 0.0063 | 0.1647 | 0.0004 | 0.0062 | 0.0069 | 0.1947 |
73
+ | No log | 3.0 | 321 | 2.1870 | 0.0329 | 0.0814 | 0.0225 | 0.0151 | 0.0316 | 0.0264 | 0.0674 | 0.165 | 0.2066 | 0.0848 | 0.1588 | 0.2268 | 0.0935 | 0.4923 | 0.0006 | 0.0101 | 0.0152 | 0.1844 | 0.0084 | 0.0769 | 0.0468 | 0.2693 |
74
+ | No log | 4.0 | 428 | 2.1001 | 0.0536 | 0.1225 | 0.0355 | 0.0148 | 0.0502 | 0.0712 | 0.092 | 0.2315 | 0.2695 | 0.1138 | 0.2348 | 0.3572 | 0.1714 | 0.5563 | 0.0088 | 0.2177 | 0.0139 | 0.1674 | 0.0017 | 0.1015 | 0.0719 | 0.3044 |
75
+ | 3.665 | 5.0 | 535 | 1.9227 | 0.0807 | 0.1893 | 0.0622 | 0.0222 | 0.0688 | 0.1137 | 0.1191 | 0.2672 | 0.3099 | 0.1383 | 0.2974 | 0.3749 | 0.2572 | 0.5297 | 0.0336 | 0.2772 | 0.0329 | 0.2804 | 0.008 | 0.18 | 0.0717 | 0.2822 |
76
+ | 3.665 | 6.0 | 642 | 1.8063 | 0.1133 | 0.2503 | 0.0866 | 0.0308 | 0.0819 | 0.1767 | 0.1368 | 0.3026 | 0.3363 | 0.1535 | 0.3104 | 0.5421 | 0.3596 | 0.5694 | 0.0225 | 0.2595 | 0.052 | 0.3045 | 0.0068 | 0.2092 | 0.1254 | 0.3391 |
77
+ | 3.665 | 7.0 | 749 | 1.7845 | 0.1208 | 0.277 | 0.0844 | 0.0357 | 0.0999 | 0.199 | 0.1459 | 0.3203 | 0.3543 | 0.1602 | 0.3211 | 0.6212 | 0.3715 | 0.5802 | 0.0481 | 0.3342 | 0.0463 | 0.2728 | 0.0137 | 0.24 | 0.1244 | 0.3444 |
78
+ | 3.665 | 8.0 | 856 | 1.7145 | 0.1407 | 0.3438 | 0.0958 | 0.0485 | 0.1134 | 0.2726 | 0.1667 | 0.3294 | 0.3595 | 0.1399 | 0.348 | 0.6386 | 0.3986 | 0.5617 | 0.0431 | 0.3367 | 0.0823 | 0.2991 | 0.0448 | 0.2985 | 0.135 | 0.3013 |
79
+ | 3.665 | 9.0 | 963 | 1.6198 | 0.1644 | 0.3581 | 0.1309 | 0.0602 | 0.1311 | 0.3269 | 0.175 | 0.3658 | 0.3918 | 0.1779 | 0.3666 | 0.6564 | 0.4438 | 0.6167 | 0.0648 | 0.4038 | 0.0899 | 0.2951 | 0.0446 | 0.3092 | 0.1786 | 0.3342 |
80
+ | 1.6283 | 10.0 | 1070 | 1.5943 | 0.169 | 0.3681 | 0.1403 | 0.0482 | 0.1341 | 0.3704 | 0.1929 | 0.3721 | 0.3983 | 0.1821 | 0.3729 | 0.6762 | 0.4552 | 0.6005 | 0.0631 | 0.3848 | 0.1024 | 0.3147 | 0.0361 | 0.3323 | 0.1882 | 0.3591 |
81
+ | 1.6283 | 11.0 | 1177 | 1.5213 | 0.1873 | 0.4032 | 0.1606 | 0.08 | 0.1467 | 0.4421 | 0.2234 | 0.3736 | 0.4026 | 0.2235 | 0.3569 | 0.6737 | 0.463 | 0.6045 | 0.096 | 0.4 | 0.1246 | 0.329 | 0.0427 | 0.3077 | 0.2103 | 0.372 |
82
+ | 1.6283 | 12.0 | 1284 | 1.5158 | 0.1828 | 0.3919 | 0.1518 | 0.0773 | 0.1468 | 0.3745 | 0.2061 | 0.3658 | 0.4004 | 0.1976 | 0.3834 | 0.6472 | 0.4829 | 0.6153 | 0.0712 | 0.3848 | 0.1159 | 0.3161 | 0.0435 | 0.3338 | 0.2008 | 0.352 |
83
+ | 1.6283 | 13.0 | 1391 | 1.5160 | 0.2013 | 0.448 | 0.1528 | 0.0948 | 0.1668 | 0.4382 | 0.225 | 0.3688 | 0.392 | 0.1644 | 0.3801 | 0.6836 | 0.468 | 0.6162 | 0.114 | 0.3658 | 0.1545 | 0.3446 | 0.0523 | 0.3046 | 0.2178 | 0.3289 |
84
+ | 1.6283 | 14.0 | 1498 | 1.4882 | 0.2088 | 0.4525 | 0.1621 | 0.0902 | 0.1646 | 0.4488 | 0.2352 | 0.3774 | 0.4009 | 0.19 | 0.3764 | 0.7054 | 0.5001 | 0.6176 | 0.113 | 0.419 | 0.1515 | 0.3 | 0.0647 | 0.3123 | 0.2147 | 0.3556 |
85
+ | 1.3045 | 15.0 | 1605 | 1.4353 | 0.2102 | 0.4416 | 0.1718 | 0.0896 | 0.1615 | 0.4522 | 0.2451 | 0.3886 | 0.4107 | 0.2019 | 0.3908 | 0.693 | 0.4959 | 0.6158 | 0.11 | 0.4025 | 0.1596 | 0.3286 | 0.0568 | 0.3492 | 0.2286 | 0.3573 |
86
+ | 1.3045 | 16.0 | 1712 | 1.4170 | 0.2183 | 0.4426 | 0.1861 | 0.1004 | 0.1721 | 0.4785 | 0.2455 | 0.3968 | 0.4203 | 0.2087 | 0.405 | 0.6841 | 0.521 | 0.6387 | 0.1186 | 0.4101 | 0.1503 | 0.3429 | 0.0591 | 0.3385 | 0.2427 | 0.3711 |
87
+ | 1.3045 | 17.0 | 1819 | 1.4012 | 0.2266 | 0.4648 | 0.1976 | 0.1072 | 0.1752 | 0.471 | 0.2583 | 0.4091 | 0.4304 | 0.2287 | 0.4074 | 0.696 | 0.5075 | 0.6324 | 0.1333 | 0.419 | 0.1617 | 0.3357 | 0.0805 | 0.3754 | 0.2501 | 0.3893 |
88
+ | 1.3045 | 18.0 | 1926 | 1.3945 | 0.2318 | 0.4875 | 0.1926 | 0.1262 | 0.1709 | 0.4794 | 0.2612 | 0.404 | 0.4242 | 0.2222 | 0.3928 | 0.6859 | 0.5155 | 0.6351 | 0.1455 | 0.4354 | 0.159 | 0.3299 | 0.0954 | 0.36 | 0.2437 | 0.3604 |
89
+ | 1.1448 | 19.0 | 2033 | 1.3874 | 0.2349 | 0.4679 | 0.2005 | 0.1154 | 0.1686 | 0.5002 | 0.2632 | 0.4152 | 0.4325 | 0.2334 | 0.4034 | 0.6879 | 0.5218 | 0.6311 | 0.1479 | 0.438 | 0.1682 | 0.3513 | 0.0916 | 0.3723 | 0.2448 | 0.3698 |
90
+ | 1.1448 | 20.0 | 2140 | 1.3741 | 0.2403 | 0.4854 | 0.2034 | 0.1255 | 0.1806 | 0.5025 | 0.2698 | 0.4172 | 0.4368 | 0.235 | 0.417 | 0.7007 | 0.5327 | 0.6419 | 0.1561 | 0.4481 | 0.1632 | 0.3366 | 0.0904 | 0.3677 | 0.259 | 0.3898 |
91
+ | 1.1448 | 21.0 | 2247 | 1.3601 | 0.2445 | 0.4861 | 0.2156 | 0.1262 | 0.1889 | 0.5055 | 0.2634 | 0.4199 | 0.4423 | 0.2492 | 0.4064 | 0.7178 | 0.5257 | 0.6396 | 0.1507 | 0.4646 | 0.1798 | 0.3371 | 0.0876 | 0.3738 | 0.2788 | 0.3964 |
92
+ | 1.1448 | 22.0 | 2354 | 1.3504 | 0.2464 | 0.4939 | 0.214 | 0.13 | 0.184 | 0.5126 | 0.2673 | 0.4192 | 0.4439 | 0.2427 | 0.4206 | 0.7149 | 0.5389 | 0.65 | 0.1592 | 0.4873 | 0.1791 | 0.3415 | 0.0912 | 0.3508 | 0.2637 | 0.3898 |
93
+ | 1.1448 | 23.0 | 2461 | 1.3461 | 0.2465 | 0.4916 | 0.2097 | 0.1309 | 0.189 | 0.5118 | 0.2715 | 0.4268 | 0.4482 | 0.2564 | 0.418 | 0.7268 | 0.531 | 0.6455 | 0.1653 | 0.4722 | 0.1846 | 0.3549 | 0.0862 | 0.3723 | 0.2655 | 0.396 |
94
+ | 1.0403 | 24.0 | 2568 | 1.3395 | 0.2482 | 0.4911 | 0.2153 | 0.1387 | 0.1833 | 0.5239 | 0.2699 | 0.4202 | 0.4472 | 0.2516 | 0.4179 | 0.7237 | 0.5373 | 0.6495 | 0.1675 | 0.481 | 0.1875 | 0.3607 | 0.0854 | 0.3554 | 0.2634 | 0.3893 |
95
+ | 1.0403 | 25.0 | 2675 | 1.3378 | 0.25 | 0.491 | 0.2193 | 0.1426 | 0.1891 | 0.5058 | 0.2739 | 0.4282 | 0.4512 | 0.2581 | 0.4163 | 0.7298 | 0.5369 | 0.65 | 0.1703 | 0.4785 | 0.1855 | 0.3513 | 0.0948 | 0.3815 | 0.2626 | 0.3947 |
96
+ | 1.0403 | 26.0 | 2782 | 1.3416 | 0.2546 | 0.4963 | 0.2161 | 0.1417 | 0.193 | 0.5128 | 0.276 | 0.4268 | 0.4499 | 0.2452 | 0.4208 | 0.7375 | 0.5328 | 0.6459 | 0.1801 | 0.4848 | 0.1878 | 0.3522 | 0.0975 | 0.3692 | 0.2747 | 0.3973 |
97
+ | 1.0403 | 27.0 | 2889 | 1.3383 | 0.253 | 0.4998 | 0.2192 | 0.1445 | 0.1911 | 0.5117 | 0.2774 | 0.4278 | 0.4518 | 0.2597 | 0.4175 | 0.7332 | 0.5342 | 0.6446 | 0.1765 | 0.4873 | 0.1867 | 0.3585 | 0.0954 | 0.3723 | 0.2724 | 0.3964 |
98
+ | 1.0403 | 28.0 | 2996 | 1.3360 | 0.2535 | 0.4977 | 0.2173 | 0.1417 | 0.1896 | 0.5154 | 0.2756 | 0.4305 | 0.4529 | 0.2617 | 0.4162 | 0.7311 | 0.5375 | 0.6514 | 0.1765 | 0.4873 | 0.1867 | 0.3589 | 0.0973 | 0.3738 | 0.2697 | 0.3929 |
99
+ | 0.984 | 29.0 | 3103 | 1.3350 | 0.254 | 0.498 | 0.2196 | 0.1426 | 0.1927 | 0.5173 | 0.2762 | 0.4295 | 0.4513 | 0.2592 | 0.4173 | 0.7261 | 0.5393 | 0.6527 | 0.1751 | 0.4823 | 0.187 | 0.3571 | 0.0976 | 0.3723 | 0.271 | 0.392 |
100
+ | 0.984 | 30.0 | 3210 | 1.3354 | 0.254 | 0.4976 | 0.219 | 0.1421 | 0.1935 | 0.5146 | 0.2769 | 0.4288 | 0.4504 | 0.2575 | 0.4186 | 0.7227 | 0.5401 | 0.6545 | 0.176 | 0.4823 | 0.1858 | 0.3558 | 0.0977 | 0.3692 | 0.2704 | 0.3902 |
101
+
102
+
103
+ ### Framework versions
104
+
105
+ - Transformers 4.41.1
106
+ - Pytorch 2.2.2+cu121
107
+ - Datasets 2.19.1
108
+ - Tokenizers 0.19.1
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5142aa64f803ec529e89c36d93ce7df665a2a0c7e118319fd2bdc6192bce62f9
3
  size 174079796
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bdf43371c13a640141a30a66195804e6b2103c4152f40b5f27d8ccf8e0e9c4e3
3
  size 174079796
runs/May29_17-41-08_LAPTOP-S45RK0KK/events.out.tfevents.1717000878.LAPTOP-S45RK0KK.4840.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7a0cdef862668217d715fa62f3c6d358b48151991438cf41e6f1d66c532dd92
3
+ size 5738
runs/May29_17-42-15_LAPTOP-S45RK0KK/events.out.tfevents.1717000937.LAPTOP-S45RK0KK.4840.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e7cff25d62825c8857259bd723ca7f3e0ed83e53237527fc432e8a92d6d5a9e
3
+ size 5737
runs/May29_17-43-03_LAPTOP-S45RK0KK/events.out.tfevents.1717000988.LAPTOP-S45RK0KK.4840.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91da4ba6d042de47673a4d4434a101917a1b11ac57ab592f0162eb0130e6d0a0
3
+ size 5737
runs/May29_17-43-45_LAPTOP-S45RK0KK/events.out.tfevents.1717001026.LAPTOP-S45RK0KK.4840.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a77029b1f8df3d7e4c552919a3480c698917f75e55874447291d7e54b15f8ff0
3
+ size 5738
runs/May29_17-44-23_LAPTOP-S45RK0KK/events.out.tfevents.1717001064.LAPTOP-S45RK0KK.4840.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:522e85f0d397407e799e8ec59b610376676078a8c56065cc0282e6aa5b81b84c
3
+ size 5737
runs/May29_17-44-23_LAPTOP-S45RK0KK/events.out.tfevents.1717003932.LAPTOP-S45RK0KK.4840.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:74630917b2e72887edd13f392501c6a0d6f03a5bcc698b24e9a29239186530a5
3
+ size 5737
runs/May30_08-50-35_LAPTOP-S45RK0KK/events.out.tfevents.1717055442.LAPTOP-S45RK0KK.14416.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e53b5c0a804f535ff487a8d9712b5aa177853ce014c1345f784844947c992e1
3
+ size 5738
runs/May30_08-51-03_LAPTOP-S45RK0KK/events.out.tfevents.1717055465.LAPTOP-S45RK0KK.14416.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a8cf08d993974ba8a68a36d7c01acc0afa4d973a26fa16c5b2f2c41dc2a381e2
3
+ size 5738
runs/May30_08-51-46_LAPTOP-S45RK0KK/events.out.tfevents.1717055510.LAPTOP-S45RK0KK.14416.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9cbb792fcef69ad11d5c47f9e16bbe39ee9ffc4f06f4c4177eb473e9a9ba02a7
3
+ size 51131
runs/May30_08-51-46_LAPTOP-S45RK0KK/events.out.tfevents.1717066960.LAPTOP-S45RK0KK.14416.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1ffdd7963ff8ea7a66c08b9baf2ab9b9803de7b8d034217ad23b111ef6012c65
3
+ size 1548
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dd45d9c27e1d60094b9bdde2d54d121bed7a854835526a87e19a3ebb291498d8
3
  size 5112
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:86dc7cd9222ab1cd921477d5bd39217ff47f3dcf745264c61202964a723f88c7
3
  size 5112