metadata

license: other
base_model: nvidia/segformer-b2-finetuned-ade-512-512
tags:
  - vision
  - image-segmentation
  - generated_from_trainer
model-index:
  - name: segformer-b2-finetuned-segments-pv_v1_x3_normalized_p100_4batch
    results: []

segformer-b2-finetuned-segments-pv_v1_x3_normalized_p100_4batch

This model is a fine-tuned version of nvidia/segformer-b2-finetuned-ade-512-512 on the mouadenna/satellite_PV_dataset_train_test_v1 dataset.

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: 0.0004
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.001
num_epochs: 1
mixed_precision_training: Native AMP

Framework versions

Transformers 4.42.3
Pytorch 2.1.2
Datasets 2.20.0
Tokenizers 0.19.1