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effnet_b0_iNat2019_baseline – AI Model by G-reen | AlphaNeural AI
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effnet_b0_iNat2019_baseline
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safetensors
image-classification
pytorch
efficientnet
en
inaturalist2019
us
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EfficientNet-B0 fine-tuned on iNaturalist 2019
This model is a fine-tuned EfficientNet-B0 on the iNaturalist 2019 dataset, trained using PyTorch.
Training Results
Final Validation Accuracy
: 73.1929
Total Runtime
: 5221.21 seconds
Hyperparameters
Batch Size
: 256
Gradient Accumulation Steps
: 4
Total Epochs
: 10
Head-only Epochs: 0
Full-body Epochs: 10
Weight Decay
: 0.01
Learning Rates
:
Head Phase: 0.0
Body Phase (Head Params): 0.01
Body Phase (Body Params): 0.002
Training was tracked using
Weights & Biases
.
