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fajrulrahmn/cnn-cats-dogs

sourceHugging Facemitupdated 4mo agoView on Hugging Face
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Model Card

CNN Cats vs Dogs

Model CNN sederhana untuk klasifikasi gambar kucing dan anjing menggunakan TensorFlow dan Keras.

Model Details

  • —Framework: TensorFlow/Keras
  • —Task: Image Classification
  • —Classes:
  • —Cat
  • —Dog

Features

  • —CNN Custom Architecture
  • —Data Augmentation
  • —Binary Classification
  • —Gradio Interface

Dataset

Dataset: https://www.kaggle.com/datasets/tongpython/cat-and-dog

Accuracy

Validation Accuracy: 94%

Usage

python
import tensorflow as tf

model = tf.keras.models.load_model(
    "cnn_cats_dogs.keras"
)

Author

Fajrul Rahman