metadata
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- object-detection
- vision
- generated_from_trainer
model-index:
- name: detr-resnet-50-base-coco
results: []
detr-resnet-50-base-coco
This model is a fine-tuned version of facebook/detr-resnet-50 on the detection-datasets/coco dataset. It achieves the following results on the evaluation set:
- Loss: 6395.9458
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: 1e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 1337
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 4 | 6398.7773 |
| No log | 2.0 | 8 | 6398.4355 |
| 6176.0926 | 3.0 | 12 | 6398.2266 |
| 6176.0926 | 4.0 | 16 | 6397.8564 |
| 6292.8656 | 5.0 | 20 | 6397.6299 |
| 6292.8656 | 6.0 | 24 | 6397.3179 |
| 6292.8656 | 7.0 | 28 | 6396.9526 |
| 6231.0688 | 8.0 | 32 | 6396.7905 |
| 6231.0688 | 9.0 | 36 | 6396.6748 |
| 6090.4715 | 10.0 | 40 | 6396.5957 |
| 6090.4715 | 11.0 | 44 | 6396.5347 |
| 6090.4715 | 12.0 | 48 | 6396.4106 |
| 6268.359 | 13.0 | 52 | 6396.3232 |
| 6268.359 | 14.0 | 56 | 6396.2344 |
| 6384.7945 | 15.0 | 60 | 6396.0957 |
| 6384.7945 | 16.0 | 64 | 6396.0903 |
| 6384.7945 | 17.0 | 68 | 6396.0029 |
| 6325.7992 | 18.0 | 72 | 6395.9458 |
| 6325.7992 | 19.0 | 76 | 6395.9780 |
| 6265.4016 | 20.0 | 80 | 6395.9766 |
Framework versions
- Transformers 4.32.0.dev0
- Pytorch 2.0.0+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3