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README.md

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 ---
-title: Practica1
-emoji: 📊
-colorFrom: pink
-colorTo: pink
-sdk: gradio
-sdk_version: 5.16.0
-app_file: app.py
-pinned: false
+tags:
+- fastai
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Amazing!
+
+🥳 Congratulations on hosting your fastai model on the Hugging Face Hub!
+
+# Some next steps
+1. Fill out this model card with more information (see the template below and the [documentation here](https://huggingface.co/docs/hub/model-repos))!
+
+2. Create a demo in Gradio or Streamlit using 🤗 Spaces ([documentation here](https://huggingface.co/docs/hub/spaces)).
+
+3. Join the fastai community on the [Fastai Discord](https://discord.com/invite/YKrxeNn)!
+
+Greetings fellow fastlearner 🤝! Don't forget to delete this content from your model card.
+
+
+---
+
+
+# Model card
+
+## Model description
+More information needed
+
+## Intended uses & limitations
+More information needed
+
+## Training and evaluation data
+More information needed

app.py

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+from huggingface_hub import from_pretrained_fastai
+import gradio as gr
+from fastai.vision.all import *
+
+
+
+# repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
+repo_id = "joheras/futurama"
+
+learner = from_pretrained_fastai(repo_id)
+labels = learner.dls.vocab
+
+# Definimos una función que se encarga de llevar a cabo las predicciones
+def predict(img):
+    #img = PILImage.create(img)
+    pred,pred_idx,probs = learner.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+    
+# Creamos la interfaz y la lanzamos. 
+gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(128, 128)), outputs=gr.outputs.Label(num_top_classes=3),examples=['fry.jpg','leela.jpg']).launch(share=False)
+ 

gitattributes

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model (1).pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:58b3baedd0aa596379bd1f091913868ea6da3755074d83254f598ab1619a1e1e
+size 47008682

pyproject.toml

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+[build-system]
+requires = ["setuptools>=40.8.0", "wheel", "python=3.11.11", "fastai=2.7.18", "fastcore=1.7.29"]
+build-backend = "setuptools.build_meta:__legacy__"

requirements.txt

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+fastai