Hugging Face model: shaktibiplab/Animal-Classification
Author: shaktibiplab
Created: 2024-11-20 02:42:55
Last modified: 2024-11-20 06:59:41
Pipeline: image-classification
Library: keras
Likes: 0 | Downloads: 0
Tags: keras, image-classification, tensorflow, computer-vision, animal-recognition, en, dataset:custom-dataset, license:apache-2.0, region:us
Card metadata:
tags: image-classification, tensorflow, keras, computer-vision, animal-recognition
license: apache-2.0
library_name: keras
language: en
datasets: custom-dataset
metrics: accuracy
model_creator: AEROVERSE
model_type: Custom CNN
num_classes: 10
training_data: Custom animal dataset
validation_split: 20%
epochs: 500
early_stopping: patience=5, restore_best_weights=True
dropout: 0.5
optimizer: Adam
loss: sparse_categorical_crossentropy
input_shape: (256, 256, 3)
output_activation: softmax
checkpoint: best_model.weights.h5
pipeline_tag: image-classification