Downloads · 30 days
9
2% of all-time downloads
table-transformer-detection_finetuned_CSGO
ShaneOD2611/table-transformer-detection_finetuned_CSGO
table-transformer-detection_finetuned_CSGO is a object detection model from ShaneOD2611. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
562
Public
Parameters
28.8M
231 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors115 MB · 100%
At a glance
- Task
- Object Detection
- Library
- transformers
- License
- mit
- Model type
- table-transformer
- Access
- Public
- Created
- Apr 10, 2024
- Updated
- Apr 10, 2024
- SHA
- 1d7d0d33
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
table-transformer-detection_finetuned_CSGO
This model is a fine-tuned version of ShaneOD2611/table-transformer-detection_finetuned_CSGO on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3249
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9861 | 1.0 | 222 | 2.0718 |
| 1.6974 | 2.0 | 444 | 1.7959 |
| 1.4636 | 3.0 | 666 | 1.5956 |
| 1.4833 | 4.0 | 888 | 1.6272 |
| 1.4682 | 5.0 | 1110 | 1.5899 |
| 1.4169 | 6.0 | 1332 | 1.4784 |
| 1.2369 | 7.0 | 1554 | 1.4201 |
| 1.1632 | 8.0 | 1776 | 1.3718 |
| 1.1439 | 9.0 | 1998 | 1.3511 |
| 1.0676 | 10.0 | 2220 | 1.3249 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Object Detection
- Library
- transformers
- Type
- table-transformer
- License
- mit
- Created
- Apr 10, 2024
- Updated
- Apr 10, 2024