Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| from fastai.vision.all import * | |
| import skimage | |
| learn = load_learner('model.pkl') | |
| labels = learn.dls.vocab | |
| def predict(img): | |
| img = PILImage.create(img) | |
| pred, pred_idx, probs = learn.predict(img) | |
| return pred | |
| title = "Modelo de Predicción Aves PARCIAL PIB " | |
| description = "Este modelo utiliza redes neuronales para clasificar diferentes especies de aves en imágenes. En la parte inferior, puedes probar el modelo con algunas imágenes de muestra." | |
| examples = ['3.jpg', '5.jpg', 'images.jpeg', '1.jpg', '2.jpg', '4.jpg', '6.jpg'] | |
| enable_queue = True | |
| gr.Interface( | |
| fn=predict, | |
| inputs=gr.inputs.Image(shape=(224, 224)), | |
| outputs=gr.outputs.Label(num_top_classes=1), | |
| title=title, | |
| description=description, | |
| examples=examples, | |
| enable_queue=enable_queue, | |
| layout="vertical", | |
| thumbnail=None | |
| ).launch() | |