Hugging Face's logo

ellabettison
/
logo-matching-base

Zero-Shot Image Classification
Transformers
TensorBoard
Safetensors
clip
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
ellabettison commited on
Commit
02e2bf9
·
verified ·
1 Parent(s): 5796d65

Model save

Browse files
Files changed (2) hide show
  1. README.md +29 -29
  2. model.safetensors +1 -1
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: transformers
3
- base_model: openai/clip-vit-base-patch32
4
  tags:
5
  - generated_from_trainer
6
  model-index:
@@ -13,15 +13,15 @@ should probably proofread and complete it, then remove this comment. -->
13
 
14
  # logo-matching-base
15
 
16
- This model is a fine-tuned version of [openai/clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
- - Adjusted Rand Score: 0.0402
19
- - Adjusted Mutual Info Score: 0.0818
20
- - Homogeneity Score: 0.1156
21
- - Completeness Score: 0.4826
22
- - Fowlkes Mallows Score: 0.4235
23
- - Pair Confusion Matrix: [[15374, 32276], [3428, 10178]]
24
- - Loss: 0.0402
25
 
26
  ## Model description
27
 
@@ -52,26 +52,26 @@ The following hyperparameters were used during training:
52
 
53
  | Training Loss | Epoch | Step | Adjusted Rand Score | Adjusted Mutual Info Score | Homogeneity Score | Completeness Score | Fowlkes Mallows Score | Pair Confusion Matrix | Validation Loss |
54
  |:-------------:|:-----:|:----:|:-------------------:|:--------------------------:|:-----------------:|:------------------:|:---------------------:|:-------------------------------:|:---------------:|
55
- | 0.6833 | 1.0 | 34 | 0.0691 | 0.0960 | 0.1237 | 0.5110 | 0.4440 | [[16212, 31438], [2986, 10620]] | 0.0691 |
56
- | 0.5711 | 2.0 | 68 | 0.0479 | 0.1605 | 0.2478 | 0.4802 | 0.3262 | [[30178, 17472], [7800, 5806]] | 0.0479 |
57
- | 0.5048 | 3.0 | 102 | 0.0694 | 0.1445 | 0.2069 | 0.4853 | 0.3562 | [[28728, 18922], [6962, 6644]] | 0.0694 |
58
- | 0.4474 | 4.0 | 136 | 0.0640 | 0.1520 | 0.2011 | 0.5054 | 0.3601 | [[27632, 20018], [6716, 6890]] | 0.0640 |
59
- | 0.4433 | 5.0 | 170 | 0.0450 | 0.0923 | 0.1295 | 0.4857 | 0.4179 | [[16938, 30712], [3792, 9814]] | 0.0450 |
60
- | 0.4582 | 6.0 | 204 | 0.1236 | 0.1550 | 0.1349 | 0.7626 | 0.5091 | [[13668, 33982], [754, 12852]] | 0.1236 |
61
- | 0.4384 | 7.0 | 238 | 0.0837 | 0.1718 | 0.2242 | 0.5223 | 0.3648 | [[29196, 18454], [6850, 6756]] | 0.0837 |
62
- | 0.4388 | 8.0 | 272 | 0.2021 | 0.2045 | 0.2252 | 0.5851 | 0.4533 | [[30796, 16854], [5202, 8404]] | 0.2021 |
63
- | 0.4136 | 9.0 | 306 | 0.0964 | 0.1118 | 0.1082 | 0.6507 | 0.4900 | [[12770, 34880], [1174, 12432]] | 0.0964 |
64
- | 0.4148 | 10.0 | 340 | 0.0174 | 0.1329 | 0.2074 | 0.4634 | 0.3148 | [[28346, 19304], [7786, 5820]] | 0.0174 |
65
- | 0.4146 | 11.0 | 374 | 0.0578 | 0.1546 | 0.2132 | 0.5013 | 0.3500 | [[28252, 19398], [7026, 6580]] | 0.0578 |
66
- | 0.4096 | 12.0 | 408 | 0.0835 | 0.1595 | 0.2378 | 0.4866 | 0.3489 | [[31128, 16522], [7482, 6124]] | 0.0835 |
67
- | 0.3973 | 13.0 | 442 | 0.1255 | 0.1904 | 0.2738 | 0.5047 | 0.3619 | [[33812, 13838], [7670, 5936]] | 0.1255 |
68
- | 0.4051 | 14.0 | 476 | 0.1816 | 0.1869 | 0.2432 | 0.5246 | 0.4169 | [[33010, 14640], [6422, 7184]] | 0.1816 |
69
- | 0.4062 | 15.0 | 510 | 0.2598 | 0.2182 | 0.2648 | 0.5641 | 0.4795 | [[33538, 14112], [5216, 8390]] | 0.2598 |
70
- | 0.4025 | 16.0 | 544 | 0.0908 | 0.1006 | 0.1138 | 0.5697 | 0.4760 | [[14202, 33448], [1794, 11812]] | 0.0908 |
71
- | 0.4043 | 17.0 | 578 | 0.0615 | 0.1185 | 0.1434 | 0.5431 | 0.4324 | [[16966, 30684], [3408, 10198]] | 0.0615 |
72
- | 0.4013 | 18.0 | 612 | 0.2412 | 0.2010 | 0.2598 | 0.5344 | 0.4579 | [[34176, 13474], [5818, 7788]] | 0.2412 |
73
- | 0.4006 | 19.0 | 646 | 0.2402 | 0.2522 | 0.3445 | 0.5460 | 0.4233 | [[37986, 9664], [7382, 6224]] | 0.2402 |
74
- | 0.4044 | 20.0 | 680 | 0.0402 | 0.0818 | 0.1156 | 0.4826 | 0.4235 | [[15374, 32276], [3428, 10178]] | 0.0402 |
75
 
76
 
77
  ### Framework versions
 
1
  ---
2
  library_name: transformers
3
+ base_model: ellabettison/logo-matching-base
4
  tags:
5
  - generated_from_trainer
6
  model-index:
 
13
 
14
  # logo-matching-base
15
 
16
+ This model is a fine-tuned version of [ellabettison/logo-matching-base](https://huggingface.co/ellabettison/logo-matching-base) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Adjusted Rand Score: 0.1048
19
+ - Adjusted Mutual Info Score: 0.1103
20
+ - Homogeneity Score: 0.1072
21
+ - Completeness Score: 0.6399
22
+ - Fowlkes Mallows Score: 0.4934
23
+ - Pair Confusion Matrix: [[13442, 34208], [1176, 12430]]
24
+ - Loss: 0.1048
25
 
26
  ## Model description
27
 
 
52
 
53
  | Training Loss | Epoch | Step | Adjusted Rand Score | Adjusted Mutual Info Score | Homogeneity Score | Completeness Score | Fowlkes Mallows Score | Pair Confusion Matrix | Validation Loss |
54
  |:-------------:|:-----:|:----:|:-------------------:|:--------------------------:|:-----------------:|:------------------:|:---------------------:|:-------------------------------:|:---------------:|
55
+ | 0.0988 | 1.0 | 34 | 0.0667 | 0.1257 | 0.1492 | 0.5530 | 0.4345 | [[17354, 30296], [3408, 10198]] | 0.0667 |
56
+ | 0.0918 | 2.0 | 68 | 0.0512 | 0.0801 | 0.1155 | 0.4762 | 0.4303 | [[15840, 31810], [3306, 10300]] | 0.0512 |
57
+ | 0.0972 | 3.0 | 102 | 0.0494 | 0.1485 | 0.2067 | 0.4977 | 0.3496 | [[27372, 20278], [6908, 6698]] | 0.0494 |
58
+ | 0.1027 | 4.0 | 136 | 0.1550 | 0.1639 | 0.2052 | 0.5160 | 0.4118 | [[30918, 16732], [6132, 7474]] | 0.1550 |
59
+ | 0.0944 | 5.0 | 170 | 0.1798 | 0.1948 | 0.2833 | 0.5017 | 0.3910 | [[35784, 11866], [7490, 6116]] | 0.1798 |
60
+ | 0.09 | 6.0 | 204 | 0.1186 | 0.1355 | 0.1836 | 0.5103 | 0.4414 | [[23042, 24608], [4096, 9510]] | 0.1186 |
61
+ | 0.0858 | 7.0 | 238 | 0.0756 | 0.1533 | 0.2163 | 0.4937 | 0.3570 | [[29292, 18358], [7030, 6576]] | 0.0756 |
62
+ | 0.0735 | 8.0 | 272 | 0.1107 | 0.1555 | 0.2280 | 0.4815 | 0.3651 | [[31962, 15688], [7288, 6318]] | 0.1107 |
63
+ | 0.0868 | 9.0 | 306 | 0.2523 | 0.2273 | 0.3022 | 0.5371 | 0.4428 | [[36956, 10694], [6766, 6840]] | 0.2523 |
64
+ | 0.0932 | 10.0 | 340 | 0.2318 | 0.2251 | 0.3703 | 0.4901 | 0.3838 | [[41708, 5942], [9010, 4596]] | 0.2318 |
65
+ | 0.0642 | 11.0 | 374 | 0.1840 | 0.1915 | 0.2284 | 0.5528 | 0.4331 | [[31348, 16302], [5754, 7852]] | 0.1840 |
66
+ | 0.0918 | 12.0 | 408 | 0.1472 | 0.1783 | 0.2400 | 0.5135 | 0.3946 | [[32168, 15482], [6722, 6884]] | 0.1472 |
67
+ | 0.0818 | 13.0 | 442 | 0.2861 | 0.2445 | 0.3090 | 0.5556 | 0.4658 | [[37650, 10000], [6500, 7106]] | 0.2861 |
68
+ | 0.0877 | 14.0 | 476 | 0.1159 | 0.1723 | 0.2474 | 0.4934 | 0.3621 | [[32834, 14816], [7496, 6110]] | 0.1159 |
69
+ | 0.0849 | 15.0 | 510 | 0.1053 | 0.1092 | 0.1086 | 0.6293 | 0.4935 | [[13498, 34152], [1182, 12424]] | 0.1053 |
70
+ | 0.0927 | 16.0 | 544 | 0.1119 | 0.1599 | 0.2309 | 0.4880 | 0.3674 | [[31812, 15838], [7216, 6390]] | 0.1119 |
71
+ | 0.0794 | 17.0 | 578 | 0.2050 | 0.2036 | 0.2405 | 0.5662 | 0.4462 | [[31942, 15708], [5590, 8016]] | 0.2050 |
72
+ | 0.0888 | 18.0 | 612 | 0.2215 | 0.2213 | 0.3139 | 0.5143 | 0.4002 | [[38766, 8884], [7984, 5622]] | 0.2215 |
73
+ | 0.0815 | 19.0 | 646 | 0.1725 | 0.1935 | 0.2815 | 0.4997 | 0.3833 | [[35946, 11704], [7668, 5938]] | 0.1725 |
74
+ | 0.0796 | 20.0 | 680 | 0.1048 | 0.1103 | 0.1072 | 0.6399 | 0.4934 | [[13442, 34208], [1176, 12430]] | 0.1048 |
75
 
76
 
77
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0cd28389a3ebe58b755b37fdb7054d065ae6b4c80290788e04564fb8d1dda402
3
  size 605156676
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:65472c2f6c850bc4e855e23992c1718170e66c2453cc21f90d8651ce82d7ce79
3
  size 605156676