BanNano-model

mKartux/BanNano-model

BanNano-model is a machine learning model from mKartux. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras. The card lists the license as mit.

Modelo de clasificacion de frutas frescas vs podridas.

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Repo size

249 MB

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Hugging Face

Repo makeup

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.keras131 MB · 100%

At a glance

Library: keras
License: mit
Access: Public
Created: May 31, 2026
Updated: Jun 1, 2026
SHA: bbacb70f

Model card

From the Hugging Face model README

Fruit Quality Classifier — EfficientNetV2

Modelo de clasificacion de frutas frescas vs podridas.

Detalles

Propiedad	Valor
Arquitectura	EfficientNetV2 (fine-tuned)
Clases	26 (13 frutas x 2 estados)
Input	224x224 RGB
Preprocesamiento	`efficientnet_v2.preprocess_input`
Formato	Keras `.keras`
Framework	TensorFlow 2.18
Fine-tuning	Google Colab

Clases

Fruta	Fresh	Rotten
Apple	Fresh_FreshApple	Rotten_RottenApple
Banana	Fresh_FreshBanana	Rotten_RottenBanana
Bellpepper	Fresh_FreshBellpepper	Rotten_RottenBellpepper
Bittergourd	Fresh_FreshBittergroud	Rotten_RottenBittergroud
Capsicum	Fresh_FreshCapciscum	Rotten_RottenCapsicum
Carrot	Fresh_FreshCarrot	Rotten_RottenCarrot
Cucumber	Fresh_FreshCucumber	Rotten_RottenCucumber
Mango	Fresh_FreshMango	Rotten_RottenMango
Okra	Fresh_FreshOkara	Rotten_RottenOkra
Orange	Fresh_FreshOrange	Rotten_RottenOrange
Potato	Fresh_FreshPotato	Rotten_RottenPotato
Strawberry	Fresh_FreshStrawberry	Rotten_RottenStrawberry
Tomato	Fresh_FreshTomato	Rotten_RottenTomato

Uso

import tensorflow as tf
model = tf.keras.models.load_model("hf://mKartux/BanNano-model/fruit_classifier.keras", compile=False)

API

Este modelo es usado por la API en: mKartux/BanNano

Library: keras
License: mit
Created: May 31, 2026
Updated: Jun 1, 2026