---
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: []
---

<!-- 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. -->

# detr-resnet-50-base-coco

This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/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