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: 6388.8809
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: 2e-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: 50.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 4 | 6398.4209 |
| No log | 2.0 | 8 | 6397.8584 |
| 6370.2805 | 3.0 | 12 | 6397.4790 |
| 6370.2805 | 4.0 | 16 | 6396.8320 |
| 6424.3547 | 5.0 | 20 | 6396.2930 |
| 6424.3547 | 6.0 | 24 | 6395.7231 |
| 6424.3547 | 7.0 | 28 | 6395.1377 |
| 6477.4051 | 8.0 | 32 | 6394.8188 |
| 6477.4051 | 9.0 | 36 | 6394.4785 |
| 6381.9848 | 10.0 | 40 | 6394.2212 |
| 6381.9848 | 11.0 | 44 | 6394.0664 |
| 6381.9848 | 12.0 | 48 | 6393.9253 |
| 6343.784 | 13.0 | 52 | 6393.7344 |
| 6343.784 | 14.0 | 56 | 6393.6128 |
| 6458.8668 | 15.0 | 60 | 6393.4380 |
| 6458.8668 | 16.0 | 64 | 6393.2393 |
| 6458.8668 | 17.0 | 68 | 6393.1040 |
| 6414.077 | 18.0 | 72 | 6392.9575 |
| 6414.077 | 19.0 | 76 | 6392.8301 |
| 6417.8516 | 20.0 | 80 | 6392.3057 |
| 6417.8516 | 21.0 | 84 | 6391.8311 |
| 6417.8516 | 22.0 | 88 | 6391.5532 |
| 6333.3547 | 23.0 | 92 | 6391.3403 |
| 6333.3547 | 24.0 | 96 | 6391.1934 |
| 6455.1539 | 25.0 | 100 | 6390.9741 |
| 6455.1539 | 26.0 | 104 | 6390.8228 |
| 6455.1539 | 27.0 | 108 | 6390.7607 |
| 6399.7898 | 28.0 | 112 | 6390.6655 |
| 6399.7898 | 29.0 | 116 | 6390.5859 |
| 6410.9336 | 30.0 | 120 | 6390.4907 |
| 6410.9336 | 31.0 | 124 | 6390.3389 |
| 6410.9336 | 32.0 | 128 | 6390.1978 |
| 6409.2 | 33.0 | 132 | 6390.0342 |
| 6409.2 | 34.0 | 136 | 6389.9624 |
| 6406.6211 | 35.0 | 140 | 6389.9111 |
| 6406.6211 | 36.0 | 144 | 6389.6875 |
| 6406.6211 | 37.0 | 148 | 6389.4756 |
| 6371.1539 | 38.0 | 152 | 6389.3516 |
| 6371.1539 | 39.0 | 156 | 6389.2695 |
| 6409.1055 | 40.0 | 160 | 6389.2495 |
| 6409.1055 | 41.0 | 164 | 6389.2090 |
| 6409.1055 | 42.0 | 168 | 6389.1099 |
| 6453.5285 | 43.0 | 172 | 6389.0405 |
| 6453.5285 | 44.0 | 176 | 6388.9937 |
| 6391.1004 | 45.0 | 180 | 6388.9541 |
| 6391.1004 | 46.0 | 184 | 6388.9238 |
| 6391.1004 | 47.0 | 188 | 6388.9077 |
| 6416.6641 | 48.0 | 192 | 6388.8911 |
| 6416.6641 | 49.0 | 196 | 6388.8828 |
| 6397.6828 | 50.0 | 200 | 6388.8809 |
Framework versions
- Transformers 4.32.0.dev0
- Pytorch 2.0.0+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3