---
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- generated_from_trainer
model-index:
- name: detr-resnet-50_finetuned_plant_disease_detection_processed
  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_finetuned_plant_disease_detection_processed

This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9493

## 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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.2
- num_epochs: 2
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 5.9422        | 0.19  | 50   | 5.2172          |
| 4.7005        | 0.38  | 100  | 3.7455          |
| 3.1157        | 0.57  | 150  | 2.5489          |
| 2.0862        | 0.76  | 200  | 1.4877          |
| 1.6446        | 0.95  | 250  | 1.1362          |
| 1.3925        | 1.14  | 300  | 1.0643          |
| 1.3248        | 1.33  | 350  | 1.0942          |
| 1.3461        | 1.52  | 400  | 1.0313          |
| 1.269         | 1.7   | 450  | 1.0442          |
| 1.227         | 1.89  | 500  | 0.9493          |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.15.0