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mobilenet_v2_1.0_224-plant-disease2 – AI Model by A2H0H0R1 | AlphaNeural AI
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mobilenet_v2_1.0_224-plant-disease2
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transformers
tensorboard
safetensors
mobilenet_v2
image-classification
generated_from_trainer
A2H0H0R1/plant-disease
google/mobilenet_v2_1.0_224
finetune
other
model-index
autotrain_compatible
endpoints_compatible
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mobilenet_v2_1.0_224-plant-disease2
This model is a fine-tuned version of
google/mobilenet_v2_1.0_224
on the imagefolder dataset. It achieves the following results on the evaluation set:
Loss: 0.1510
Accuracy: 0.9639
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: 5e-05
train_batch_size: 100
eval_batch_size: 100
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 400
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 6
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
1.2171
1.0
158
1.0595
0.8188
0.4082
2.0
316
0.3154
0.9387
0.295
3.0
474
0.2191
0.9555
0.2266
4.0
633
0.1747
0.9595
0.2168
5.0
791
0.2135
0.9499
0.2091
5.99
948
0.1510
0.9639
Framework versions
Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.15.0
