Sponsored by Vmake Labs Video Enhancer
Toolify Toolify logo
AI Models
microsoft-resnet-50-cartoon-emotion-detection

jayanta / microsoft-resnet-50-cartoon-emotion-detection

Run on huggingface.co
huggingface.co
Total runs: 65
24-hour runs: 2
7-day runs: -3
30-day runs: 28
Model's Last Updated: July 08 2023
image-classification

Introduction of microsoft-resnet-50-cartoon-emotion-detection

Model Details of microsoft-resnet-50-cartoon-emotion-detection

microsoft-resnet-50-cartoon-emotion-detection

This model is a fine-tuned version of microsoft/resnet-50 on the imagefolder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4801
  • Accuracy: 0.8165
  • Precision: 0.8182
  • Recall: 0.8165
  • F1: 0.8173
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.00012
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 256
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 80
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
No log 0.97 8 1.3855 0.2294 0.2697 0.2294 0.2165
1.4222 1.97 16 1.3792 0.2569 0.2808 0.2569 0.2543
1.4183 2.97 24 1.3646 0.3853 0.4102 0.3853 0.3511
1.4097 3.97 32 1.3563 0.4128 0.5062 0.4128 0.3245
1.3944 4.97 40 1.3462 0.4037 0.3927 0.4037 0.2939
1.3944 5.97 48 1.3223 0.4037 0.5152 0.4037 0.2841
1.411 6.97 56 1.3040 0.4128 0.4404 0.4128 0.2985
1.346 7.97 64 1.2700 0.4954 0.4960 0.4954 0.4093
1.3031 8.97 72 1.2150 0.5596 0.5440 0.5596 0.4672
1.2371 9.97 80 1.1580 0.5963 0.5659 0.5963 0.5101
1.2371 10.97 88 1.0670 0.6055 0.7279 0.6055 0.5211
1.1736 11.97 96 0.9856 0.6606 0.5537 0.6606 0.5772
1.0457 12.97 104 0.8963 0.6697 0.7631 0.6697 0.5965
0.953 13.97 112 0.8547 0.6697 0.6885 0.6697 0.6081
0.8579 14.97 120 0.7849 0.7156 0.7396 0.7156 0.6643
0.8579 15.97 128 0.7564 0.7431 0.7372 0.7431 0.7119
0.8167 16.97 136 0.7133 0.7615 0.7507 0.7615 0.7211
0.7273 17.97 144 0.6888 0.7523 0.7379 0.7523 0.7202
0.6547 18.97 152 0.6592 0.7798 0.7773 0.7798 0.7577
0.5963 19.97 160 0.6136 0.7706 0.7642 0.7706 0.7551
0.5963 20.97 168 0.5723 0.7890 0.7802 0.7890 0.7787
0.551 21.97 176 0.5686 0.7890 0.7761 0.7890 0.7781
0.4929 22.97 184 0.5597 0.7706 0.7649 0.7706 0.7651
0.4309 23.97 192 0.5234 0.7890 0.7774 0.7890 0.7810
0.3945 24.97 200 0.5008 0.7890 0.7837 0.7890 0.7813
0.3945 25.97 208 0.5289 0.7523 0.7537 0.7523 0.7529
0.3704 26.97 216 0.4399 0.7982 0.7958 0.7982 0.7963
0.3267 27.97 224 0.4539 0.8073 0.7983 0.8073 0.8005
0.2966 28.97 232 0.4735 0.7798 0.7892 0.7798 0.7837
0.2645 29.97 240 0.4594 0.7706 0.7706 0.7706 0.7706
0.2645 30.97 248 0.4699 0.7523 0.7554 0.7523 0.7533
0.2527 31.97 256 0.4551 0.7890 0.7856 0.7890 0.7857
0.2202 32.97 264 0.4458 0.8165 0.8198 0.8165 0.8170
0.2006 33.97 272 0.4632 0.7798 0.7941 0.7798 0.7850
0.1589 34.97 280 0.4651 0.7890 0.7993 0.7890 0.7925
0.1589 35.97 288 0.4595 0.7798 0.7824 0.7798 0.7804
0.153 36.97 296 0.4584 0.7615 0.7691 0.7615 0.7633
0.1427 37.97 304 0.4608 0.7798 0.7830 0.7798 0.7796
0.113 38.97 312 0.4571 0.7890 0.7922 0.7890 0.7899
0.1146 39.97 320 0.5270 0.7615 0.7651 0.7615 0.7613
0.1146 40.97 328 0.4888 0.7706 0.7782 0.7706 0.7710
0.1275 41.97 336 0.4523 0.7890 0.7809 0.7890 0.7837
0.0959 42.97 344 0.4697 0.7798 0.7753 0.7798 0.7767
0.0882 43.97 352 0.4286 0.7706 0.7686 0.7706 0.7686
0.0847 44.97 360 0.5317 0.7890 0.7993 0.7890 0.7925
0.0847 45.97 368 0.5431 0.7615 0.7700 0.7615 0.7647
0.0813 46.97 376 0.4432 0.8257 0.8435 0.8257 0.8284
0.0768 47.97 384 0.4886 0.7982 0.8005 0.7982 0.7956
0.0627 48.97 392 0.5373 0.7982 0.8072 0.7982 0.8010
0.0688 49.97 400 0.5897 0.7798 0.7892 0.7798 0.7822
0.0688 50.97 408 0.5115 0.7982 0.8015 0.7982 0.7992
0.0676 51.97 416 0.4881 0.7982 0.7998 0.7982 0.7978
0.0539 52.97 424 0.4820 0.8073 0.8139 0.8073 0.8077
0.0596 53.97 432 0.4450 0.8257 0.8246 0.8257 0.8244
0.0611 54.97 440 0.5057 0.7890 0.8008 0.7890 0.7924
0.0611 55.97 448 0.4918 0.7982 0.8056 0.7982 0.8008
0.0643 56.97 456 0.5946 0.7523 0.7587 0.7523 0.7545
0.0605 57.97 464 0.4888 0.8073 0.8239 0.8073 0.8121
0.063 58.97 472 0.5917 0.7890 0.8051 0.7890 0.7937
0.0595 59.97 480 0.5117 0.7890 0.7904 0.7890 0.7894
0.0595 60.97 488 0.5497 0.7615 0.7692 0.7615 0.7635
0.0554 61.97 496 0.4742 0.8165 0.8101 0.8165 0.8126
0.0557 62.97 504 0.5369 0.7890 0.7886 0.7890 0.7886
0.0539 63.97 512 0.5440 0.7890 0.7922 0.7890 0.7899
0.048 64.97 520 0.5924 0.7890 0.7878 0.7890 0.7883
0.048 65.97 528 0.4863 0.8440 0.8440 0.8440 0.8440
0.045 66.97 536 0.5850 0.8073 0.8076 0.8073 0.8047
0.047 67.97 544 0.4939 0.8257 0.8212 0.8257 0.8227
0.0412 68.97 552 0.4850 0.7890 0.7912 0.7890 0.7900
0.0392 69.97 560 0.5066 0.8257 0.8265 0.8257 0.8258
0.0392 70.97 568 0.4965 0.8073 0.8053 0.8073 0.8058
0.0423 71.97 576 0.4717 0.8349 0.8376 0.8349 0.8351
0.0471 72.97 584 0.4845 0.8257 0.8378 0.8257 0.8296
0.0322 73.97 592 0.5188 0.7706 0.7689 0.7706 0.7693
0.042 74.97 600 0.5242 0.7706 0.7699 0.7706 0.7701
0.042 75.97 608 0.5945 0.7798 0.7824 0.7798 0.7804
0.0416 76.97 616 0.5432 0.7982 0.8038 0.7982 0.7993
0.0399 77.97 624 0.5381 0.7982 0.8072 0.7982 0.7994
0.0439 78.97 632 0.6181 0.7798 0.7878 0.7798 0.7827
0.0462 79.97 640 0.4801 0.8165 0.8182 0.8165 0.8173
Framework versions
  • Transformers 4.25.1
  • Pytorch 1.13.1+cu117
  • Datasets 2.8.0
  • Tokenizers 0.11.0

Runs of jayanta microsoft-resnet-50-cartoon-emotion-detection on huggingface.co

65
Total runs
2
24-hour runs
2
3-day runs
-3
7-day runs
28
30-day runs

More Information About microsoft-resnet-50-cartoon-emotion-detection huggingface.co Model

More microsoft-resnet-50-cartoon-emotion-detection license Visit here:

https://choosealicense.com/licenses/apache-2.0

microsoft-resnet-50-cartoon-emotion-detection huggingface.co

microsoft-resnet-50-cartoon-emotion-detection huggingface.co is an AI model on huggingface.co that provides microsoft-resnet-50-cartoon-emotion-detection's model effect (), which can be used instantly with this jayanta microsoft-resnet-50-cartoon-emotion-detection model. huggingface.co supports a free trial of the microsoft-resnet-50-cartoon-emotion-detection model, and also provides paid use of the microsoft-resnet-50-cartoon-emotion-detection. Support call microsoft-resnet-50-cartoon-emotion-detection model through api, including Node.js, Python, http.

microsoft-resnet-50-cartoon-emotion-detection huggingface.co Url

https://huggingface.co/jayanta/microsoft-resnet-50-cartoon-emotion-detection

jayanta microsoft-resnet-50-cartoon-emotion-detection online free

microsoft-resnet-50-cartoon-emotion-detection huggingface.co is an online trial and call api platform, which integrates microsoft-resnet-50-cartoon-emotion-detection's modeling effects, including api services, and provides a free online trial of microsoft-resnet-50-cartoon-emotion-detection, you can try microsoft-resnet-50-cartoon-emotion-detection online for free by clicking the link below.

jayanta microsoft-resnet-50-cartoon-emotion-detection online free url in huggingface.co:

https://huggingface.co/jayanta/microsoft-resnet-50-cartoon-emotion-detection

microsoft-resnet-50-cartoon-emotion-detection install

microsoft-resnet-50-cartoon-emotion-detection is an open source model from GitHub that offers a free installation service, and any user can find microsoft-resnet-50-cartoon-emotion-detection on GitHub to install. At the same time, huggingface.co provides the effect of microsoft-resnet-50-cartoon-emotion-detection install, users can directly use microsoft-resnet-50-cartoon-emotion-detection installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

microsoft-resnet-50-cartoon-emotion-detection install url in huggingface.co:

https://huggingface.co/jayanta/microsoft-resnet-50-cartoon-emotion-detection

Url of microsoft-resnet-50-cartoon-emotion-detection

microsoft-resnet-50-cartoon-emotion-detection huggingface.co Url

Provider of microsoft-resnet-50-cartoon-emotion-detection huggingface.co

jayanta
ORGANIZATIONS
huggingface.co

Other API from jayanta

 huggingface.co
jayanta/test

Total runs: 23
Run Growth: 12
Growth Rate: 52.17%
Updated:July 11 2023
huggingface.co
jayanta/t5_summary

Total runs: 9
Run Growth: 3
Growth Rate: 33.33%
Updated:May 24 2023
huggingface.co
jayanta/vit-test

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 21 2022