---
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: 6388.0259

## 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: 5e-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    | 6397.6270       |
| No log        | 2.0   | 8    | 6396.9526       |
| 6175.4402     | 3.0   | 12   | 6396.9136       |
| 6175.4402     | 4.0   | 16   | 6396.2993       |
| 6291.4262     | 5.0   | 20   | 6395.5557       |
| 6291.4262     | 6.0   | 24   | 6394.5957       |
| 6291.4262     | 7.0   | 28   | 6393.7290       |
| 6228.9867     | 8.0   | 32   | 6393.1914       |
| 6228.9867     | 9.0   | 36   | 6392.2837       |
| 6087.3184     | 10.0  | 40   | 6391.6709       |
| 6087.3184     | 11.0  | 44   | 6390.7271       |
| 6087.3184     | 12.0  | 48   | 6389.6670       |
| 6263.3945     | 13.0  | 52   | 6389.4907       |
| 6263.3945     | 14.0  | 56   | 6388.8540       |
| 6378.8203     | 15.0  | 60   | 6388.6978       |
| 6378.8203     | 16.0  | 64   | 6388.6611       |
| 6378.8203     | 17.0  | 68   | 6388.5430       |
| 6319.1008     | 18.0  | 72   | 6388.4219       |
| 6319.1008     | 19.0  | 76   | 6388.5059       |
| 6258.6707     | 20.0  | 80   | 6388.3950       |
| 6258.6707     | 21.0  | 84   | 6388.3042       |
| 6258.6707     | 22.0  | 88   | 6388.2788       |
| 6290.5227     | 23.0  | 92   | 6388.2700       |
| 6290.5227     | 24.0  | 96   | 6388.3994       |
| 6450.2746     | 25.0  | 100  | 6388.4180       |
| 6450.2746     | 26.0  | 104  | 6388.2329       |
| 6450.2746     | 27.0  | 108  | 6388.3062       |
| 6321.6988     | 28.0  | 112  | 6388.2568       |
| 6321.6988     | 29.0  | 116  | 6388.1333       |
| 6468.3922     | 30.0  | 120  | 6388.1660       |
| 6468.3922     | 31.0  | 124  | 6388.1528       |
| 6468.3922     | 32.0  | 128  | 6388.1211       |
| 6305.5602     | 33.0  | 132  | 6388.0972       |
| 6305.5602     | 34.0  | 136  | 6388.0776       |
| 6349.5672     | 35.0  | 140  | 6388.0493       |
| 6349.5672     | 36.0  | 144  | 6388.0317       |
| 6349.5672     | 37.0  | 148  | 6388.0259       |
| 6244.9891     | 38.0  | 152  | 6388.0371       |
| 6244.9891     | 39.0  | 156  | 6388.0273       |
| 6383.7191     | 40.0  | 160  | 6388.1465       |
| 6383.7191     | 41.0  | 164  | 6388.2505       |
| 6383.7191     | 42.0  | 168  | 6388.1260       |
| 6260.3203     | 43.0  | 172  | 6388.0518       |
| 6260.3203     | 44.0  | 176  | 6388.0322       |
| 6254.6055     | 45.0  | 180  | 6388.0625       |
| 6254.6055     | 46.0  | 184  | 6388.0688       |
| 6254.6055     | 47.0  | 188  | 6388.0601       |
| 6351.991      | 48.0  | 192  | 6388.0825       |
| 6351.991      | 49.0  | 196  | 6388.0938       |
| 6209.7984     | 50.0  | 200  | 6388.0923       |


### Framework versions

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