Spaces:
Sleeping
Sleeping
Jeysshon
commited on
Commit
·
aef340f
1
Parent(s):
4dcea2e
Upload 9 files
Browse files- 1.jpg +0 -0
- 2.jpg +0 -0
- 3.jpg +0 -0
- 5.jpg +0 -0
- README.md +5 -4
- app.py +18 -0
- gitattributes.txt +34 -0
- model.pkl +3 -0
- requirements.txt +2 -0
1.jpg
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2.jpg
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3.jpg
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5.jpg
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README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo: gray
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sdk: gradio
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sdk_version: 3.
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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title: Bird Classification
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emoji: ⚡
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colorFrom: yellow
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colorTo: gray
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sdk: gradio
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sdk_version: 3.14.0
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app_file: app.py
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pinned: false
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license: apache-2.0
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import gradio as gr
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from fastai.vision.all import *
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import skimage
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learn = load_learner('model.pkl')
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labels = learn.dls.vocab
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def predict(img):
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img = PILImage.create(img)
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pred,pred_idx,probs = learn.predict(img)
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return pred
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title = "Clasificador de pajaros (PARCIAL FINAL PIB)"
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description = "clasificador de especies de pajaros (Solo identifica especies de aves)."
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examples = ['3.jpg','5.jpg','images.jpeg']
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enable_queue=True
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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).launch()
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gitattributes.txt
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*.7z filter=lfs diff=lfs merge=lfs -text
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e88c92cf530ed84fac066b30b12d7c33f33be7682d4133773c76e5beb36da05
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size 89512473
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requirements.txt
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fastai
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scikit-image
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