generated_from_trainer

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weeds_hfclass18

Model is trained on balanced dataset/250 per class/ .8 .1 .1 split/ 224x224 resized

Dataset: https://www.kaggle.com/datasets/vbookshelf/v2-plant-seedlings-dataset

This model is a fine-tuned version of microsoft/resnet-152 on the imagefolder dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Accuracy
2.4803 0.99 37 2.4724 0.1133
2.4464 1.99 74 2.4305 0.2967
2.3843 2.99 111 2.3658 0.4233
2.3018 3.99 148 2.2287 0.5067
2.1075 4.99 185 2.0144 0.5967
1.8743 5.99 222 1.7228 0.65
1.7114 6.99 259 1.5487 0.6833
1.5345 7.99 296 1.3920 0.7267
1.4471 8.99 333 1.2914 0.7333
1.3994 9.99 370 1.2397 0.7767

Framework versions