This model is a fine-tuned version of nvidia/mit-b0 on the heroza/biofilm_MRCNNv1_validation dataset.
It achieves the following results on the evaluation set:
eval_loss: 0.7031
eval_mean_iou: 0.0
eval_mean_accuracy: nan
eval_overall_accuracy: nan
eval_accuracy_background: nan
eval_accuracy_biofilm: nan
eval_iou_background: 0.0
eval_iou_biofilm: 0.0
eval_runtime: 144.7654
eval_samples_per_second: 8.794
eval_steps_per_second: 1.105
step: 0
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: 8
eval_batch_size: 8
seed: 1337
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
