tanziro/bangla-food-recognizer-efficientnetv2s-a100-3h

language:

• —en tags:
• —image-classification
• —bangla-food
• —bangladeshi-food
• —food-recognition
• —efficientnetv2 libraryname: transformers basemodel: timm/tfefficientnetv2s.in21kftin1k metrics:
• —accuracy
• —f1 ---

# Bangla Food Recognizer - EfficientNetV2-S

Fine-tuned from EfficientNetV2-S timm/tf_efficientnetv2_s.in21k_ft_in1k for Bangladeshi food image recognition.

## Training Sources

• —tanziro/bangladeshi-food-1041
• —DeshiFoodBD, Mendeley Data DOI 10.17632/tczzndbprx.1
• —FoodBD polygon-annotated meal images, Mendeley Data DOI 10.17632/xh3ghf3jbg.2
• —BD-Food33, Mendeley Data DOI 10.17632/8wt48bjmx3.1

## Evaluation

    {
  "validation": {
    "validation_loss": 2.2158524990081787,
    "validation_accuracy": 0.6118909991742362,
    "validation_macro_f1": 0.2587394309318114,
    "validation_weighted_f1": 0.5640698507031976,
    "validation_top3_accuracy": 0.7448389760528489
  },
  "test": {
    "test_loss": 2.483065605163574,
    "test_accuracy": 0.5770750988142292,
    "test_macro_f1": 0.2316382332791406,
    "test_weighted_f1": 0.5353572882969004,
    "test_top3_accuracy": 0.7114624505928854
  }
}

## Intended Use

Exploratory Bangladeshi food recognition from images. This is not a nutrition, medical, allergy, or food-safety system. Check original dataset licences and terms before commercial use.