---
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: 6387.9546

## 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: 0.0002
- 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    | 6394.3193       |
| No log        | 2.0   | 8    | 6393.3564       |
| 6173.6062     | 3.0   | 12   | 6390.9482       |
| 6173.6062     | 4.0   | 16   | 6389.5869       |
| 6287.2859     | 5.0   | 20   | 6388.7280       |
| 6287.2859     | 6.0   | 24   | 6388.6221       |
| 6287.2859     | 7.0   | 28   | 6388.4399       |
| 6224.3344     | 8.0   | 32   | 6388.2119       |
| 6224.3344     | 9.0   | 36   | 6388.5449       |
| 6083.1363     | 10.0  | 40   | 6388.3262       |
| 6083.1363     | 11.0  | 44   | 6390.2056       |
| 6083.1363     | 12.0  | 48   | 6388.6606       |
| 6260.7426     | 13.0  | 52   | 6388.1484       |
| 6260.7426     | 14.0  | 56   | 6388.0479       |
| 6377.543      | 15.0  | 60   | 6388.0303       |
| 6377.543      | 16.0  | 64   | 6388.1338       |
| 6377.543      | 17.0  | 68   | 6388.0596       |
| 6318.3168     | 18.0  | 72   | 6388.0195       |
| 6318.3168     | 19.0  | 76   | 6387.9639       |
| 6258.2133     | 20.0  | 80   | 6387.9546       |


### Framework versions

- Transformers 4.32.0.dev0
- Pytorch 2.0.0+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3