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# Lit4pCol4b/segformer-b1-finetuned-ade-512-512_segformer_ADE20k_RGB_IS_v1

This model is a fine-tuned version of [nvidia/segformer-b1-finetuned-ade-512-512](https://huggingface.co/nvidia/segformer-b1-finetuned-ade-512-512) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: nan
- Validation Loss: nan
- Validation Mean Iou: 0.8984
- Validation Mean Accuracy: 1.0
- Validation Overall Accuracy: 1.0
- Validation Accuracy Unlabeled: 1.0
- Validation Accuracy Objeto Interes: nan
- Validation Accuracy Agua: nan
- Validation Iou Unlabeled: 0.8984
- Validation Iou Objeto Interes: nan
- Validation Iou Agua: nan
- Epoch: 1

## 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:
- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': 6e-05, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Validation Mean Iou | Validation Mean Accuracy | Validation Overall Accuracy | Validation Accuracy Unlabeled | Validation Accuracy Objeto Interes | Validation Accuracy Agua | Validation Iou Unlabeled | Validation Iou Objeto Interes | Validation Iou Agua | Epoch |
|:----------:|:---------------:|:-------------------:|:------------------------:|:---------------------------:|:-----------------------------:|:----------------------------------:|:------------------------:|:------------------------:|:-----------------------------:|:-------------------:|:-----:|
| nan        | nan             | 0.8984              | 1.0                      | 1.0                         | 1.0                           | nan                                | nan                      | 0.8984                   | nan                           | nan                 | 0     |
| nan        | nan             | 0.8984              | 1.0                      | 1.0                         | 1.0                           | nan                                | nan                      | 0.8984                   | nan                           | nan                 | 1     |


### Framework versions

- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.16.1
- Tokenizers 0.15.0

{"license": "other", "tags": ["generated_from_keras_callback"], "base_model": "nvidia/segformer-b1-finetuned-ade-512-512", "model-index": [{"name": "Lit4pCol4b/segformer-b1-finetuned-ade-512-512_segformer_ADE20k_RGB_IS_v1", "results": []}]}
transformers tf segformer generated_from_keras_callback base_model:nvidia/segformer-b1-finetuned-ade-512-512 license:other endpoints_compatible region:us