custom-object-test3

This model is a fine-tuned version of nvidia/mit-b0 on the sungile/custom-object-masking3 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6728
  • Mean Iou: nan
  • Mean Accuracy: nan
  • Overall Accuracy: nan
  • Accuracy Unknown: nan
  • Accuracy Background: nan
  • Accuracy Object: nan
  • Iou Unknown: nan
  • Iou Background: nan
  • Iou Object: nan

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: 6e-05
  • train_batch_size: 2
  • eval_batch_size: 2
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss Mean Iou Mean Accuracy Overall Accuracy Accuracy Unknown Accuracy Background Accuracy Object Iou Unknown Iou Background Iou Object
1.4981 0.25 20 1.5526 nan nan nan nan nan nan nan nan nan
1.2809 0.5 40 1.4961 nan nan nan nan nan nan nan nan nan
1.025 0.75 60 1.3031 nan nan nan nan nan nan nan nan nan
0.9376 1.0 80 0.9104 nan nan nan nan nan nan nan nan nan
0.8413 1.25 100 0.8012 nan nan nan nan nan nan nan nan nan
0.7648 1.5 120 0.7258 nan nan nan nan nan nan nan nan nan
0.7118 1.75 140 0.7015 nan nan nan nan nan nan nan nan nan
0.6699 2.0 160 0.6728 nan nan nan nan nan nan nan nan nan

Framework versions

  • Transformers 4.47.1
  • Pytorch 2.1.0+cu118
  • Datasets 3.2.0
  • Tokenizers 0.21.0
Downloads last month
12
Safetensors
Model size
3.72M params
Tensor type
F32
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for sungile/custom-object-test3

Base model

nvidia/mit-b0
Finetuned
(341)
this model