Hugging Face's logo

qubvel-hf
/
vit-base-beans

Image Classification
Transformers
TensorBoard
Safetensors
timm_wrapper
vision
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
qubvel-hf HF staff commited on
Commit
614858b
•
1 Parent(s): fc83db0

Model save

Browse files
Files changed (3) hide show
  1. README.md +20 -22
  2. emissions.csv +1 -2
  3. runs/Nov19_22-41-36_ip-10-90-1-182/events.out.tfevents.1732056099.ip-10-90-1-182.3353433.0 +2 -2
README.md CHANGED
@@ -3,8 +3,6 @@ library_name: transformers
3
  license: apache-2.0
4
  base_model: timm/resnet18.a1_in1k
5
  tags:
6
- - image-classification
7
- - vision
8
  - generated_from_trainer
9
  metrics:
10
  - accuracy
@@ -18,10 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # vit-base-beans
20
 
21
- This model is a fine-tuned version of [timm/resnet18.a1_in1k](https://huggingface.co/timm/resnet18.a1_in1k) on the beans dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 1.1283
24
- - Accuracy: 0.3308
25
 
26
  ## Model description
27
 
@@ -50,23 +48,23 @@ The following hyperparameters were used during training:
50
 
51
  ### Training results
52
 
53
- | Training Loss | Epoch | Step | Accuracy | Validation Loss |
54
- |:-------------:|:-----:|:----:|:--------:|:---------------:|
55
- | 1.0861 | 1.0 | 130 | 0.4286 | 1.0881 |
56
- | 1.0631 | 2.0 | 260 | 0.5414 | 1.0597 |
57
- | 1.0443 | 3.0 | 390 | 0.6692 | 1.0225 |
58
- | 1.0218 | 4.0 | 520 | 0.6842 | 0.9960 |
59
- | 1.0028 | 5.0 | 650 | 0.7293 | 0.9568 |
60
- | 0.9752 | 6.0 | 780 | 0.7669 | 0.9279 |
61
- | 0.924 | 7.0 | 910 | 0.8045 | 0.8852 |
62
- | 0.9179 | 8.0 | 1040 | 0.8120 | 0.8505 |
63
- | 0.9 | 9.0 | 1170 | 0.8045 | 0.8328 |
64
- | 0.8084 | 10.0 | 1300 | 0.8421 | 0.8071 |
65
- | 0.8306 | 11.0 | 1430 | 0.8346 | 0.7760 |
66
- | 0.8031 | 12.0 | 1560 | 0.8346 | 0.7563 |
67
- | 0.8138 | 13.0 | 1690 | 0.8421 | 0.7534 |
68
- | 0.8178 | 14.0 | 1820 | 0.8271 | 0.7508 |
69
- | 0.7901 | 15.0 | 1950 | 0.8195 | 0.7380 |
70
 
71
 
72
  ### Framework versions
 
3
  license: apache-2.0
4
  base_model: timm/resnet18.a1_in1k
5
  tags:
 
 
6
  - generated_from_trainer
7
  metrics:
8
  - accuracy
 
16
 
17
  # vit-base-beans
18
 
19
+ This model is a fine-tuned version of [timm/resnet18.a1_in1k](https://huggingface.co/timm/resnet18.a1_in1k) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.7412
22
+ - Accuracy: 0.8120
23
 
24
  ## Model description
25
 
 
48
 
49
  ### Training results
50
 
51
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | 1.0864 | 1.0 | 130 | 1.0878 | 0.4286 |
54
+ | 1.0629 | 2.0 | 260 | 1.0594 | 0.5489 |
55
+ | 1.0434 | 3.0 | 390 | 1.0230 | 0.6767 |
56
+ | 1.0214 | 4.0 | 520 | 0.9965 | 0.6767 |
57
+ | 1.0026 | 5.0 | 650 | 0.9569 | 0.7444 |
58
+ | 0.9753 | 6.0 | 780 | 0.9288 | 0.7820 |
59
+ | 0.9252 | 7.0 | 910 | 0.8875 | 0.7970 |
60
+ | 0.9192 | 8.0 | 1040 | 0.8506 | 0.8120 |
61
+ | 0.9008 | 9.0 | 1170 | 0.8338 | 0.8045 |
62
+ | 0.8079 | 10.0 | 1300 | 0.8104 | 0.8421 |
63
+ | 0.8332 | 11.0 | 1430 | 0.7806 | 0.8346 |
64
+ | 0.8103 | 12.0 | 1560 | 0.7586 | 0.8346 |
65
+ | 0.8149 | 13.0 | 1690 | 0.7571 | 0.8421 |
66
+ | 0.8186 | 14.0 | 1820 | 0.7540 | 0.8271 |
67
+ | 0.7929 | 15.0 | 1950 | 0.7412 | 0.8120 |
68
 
69
 
70
  ### Framework versions
emissions.csv CHANGED
@@ -1,3 +1,2 @@
1
  timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
2
- 2024-11-19T21:30:14,755bbb60-c220-4645-b6ef-6052b62dc3d4,codecarbon,138.7698619365692,0.0017126449757406481,0.004639624695827094,United States,USA,virginia,N,,
3
- 2024-11-19T22:38:10,1e99c1f1-c5cf-4dd1-a260-5aed068b8ccc,codecarbon,0.02003312110900879,1.0601304553280803e-07,2.871936397215943e-07,United States,USA,virginia,N,,
 
1
  timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
2
+ 2024-11-19T22:44:02,160c9d2c-6505-48d6-a2ef-37591b68fd54,codecarbon,141.6721956729889,0.0017821140441561913,0.004827819219492146,United States,USA,virginia,N,,
 
runs/Nov19_22-41-36_ip-10-90-1-182/events.out.tfevents.1732056099.ip-10-90-1-182.3353433.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:df8253870f9c09dcae4d3315a49a5a9ed3e4c3f51e817e19653007a8851378e5
3
- size 51186
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:95658d36666ccab565d7704e90965691274f31e9cd617b04a9d6ee72006b2245
3
+ size 51863