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deit-base-384-rgb-carb-regression – AI Model by AIJonas | AlphaNeural AI
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deit-base-384-rgb-carb-regression
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keras
tf-keras
computer-vision
image-regression
nutrition5k
deit
tensorflow
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deit_base_distilled_patch16_384_imagenet carbohydrate regression
This model predicts total carbohydrate from overhead RGB food images.
Training setup
Backbone preset:
deit_base_distilled_patch16_384_imagenet
Input size:
384x384
Resize method:
tf.image.resize_with_pad
Framework: TensorFlow / Keras
Training protocol: 2-stage fine-tuning
Test results
Stage 1
Loss: 94.6982
MAE: 6.4954
MSE: 94.6982
Stage 2
Loss: 62.9580
MAE: 5.3268
MSE: 62.9580
