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swf_trained_model

Image Segmentation
Transformers
PyTorch
Safetensors
maskformer
instance-segmentation
vision
Generated from Trainer
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metadata
library_name: transformers
license: apache-2.0
base_model: mukesh3444/window_detection_model
tags:
  - image-segmentation
  - instance-segmentation
  - vision
  - generated_from_trainer
model-index:
  - name: output1
    results: []

output1

This model is a fine-tuned version of mukesh3444/window_detection_model on the nagarajuthirupathi/indoor_window_detection_swf 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: 9.971930719778446e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 8
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: constant
  • num_epochs: 50.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.51.3
  • Pytorch 2.6.0+cu124
  • Datasets 3.5.1
  • Tokenizers 0.21.1