Rub茅n Escobedo
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bcfdd81
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Parent(s):
c8ee783
Update app.py
Browse files
app.py
CHANGED
@@ -1,13 +1,14 @@
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from fastai.vision.all import *
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from icevision.all import *
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import gradio as gr
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# Definimos una funci贸n que se encarga de llevar a cabo las predicciones
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def predict(img):
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class_map = ClassMap(['Kangaroo'])
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model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map))
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# model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn, num_classes=len(class_map))
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state_dict = torch.load('model.pth')
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model.load_state_dict(state_dict)
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infer_tfms = tfms.A.Adapter([*tfms.A.resize_and_pad(384),tfms.A.Normalize()])
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from fastai.vision.all import *
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from icevision.all import *
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import gradio as gr
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import torch
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# Definimos una funci贸n que se encarga de llevar a cabo las predicciones
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def predict(img):
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class_map = ClassMap(['Kangaroo'])
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model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn(pretrained=True), num_classes=len(class_map))
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# model = models.torchvision.faster_rcnn.model(backbone=models.torchvision.faster_rcnn.backbones.resnet18_fpn, num_classes=len(class_map))
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state_dict = torch.load('model.pth', map_location=torch.device('cpu'))
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model.load_state_dict(state_dict)
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infer_tfms = tfms.A.Adapter([*tfms.A.resize_and_pad(384),tfms.A.Normalize()])
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