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Commit
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448703c
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Parent(s):
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Add example images
Browse files- UCMercedTestImages/agricultural.jpg +0 -0
- UCMercedTestImages/airplane.jpg +0 -0
- UCMercedTestImages/baseball.jpg +0 -0
- UCMercedTestImages/beach.jpg +0 -0
- UCMercedTestImages/buildings.jpg +0 -0
- UCMercedTestImages/chaparral.jpg +0 -0
- UCMercedTestImages/dense residential.jpg +0 -0
- UCMercedTestImages/forest.jpg +0 -0
- UCMercedTestImages/freeway.jpg +0 -0
- UCMercedTestImages/golf.jpg +0 -0
- UCMercedTestImages/harbor.jpg +0 -0
- UCMercedTestImages/intersection.jpg +0 -0
- UCMercedTestImages/medium residential.jpg +0 -0
- UCMercedTestImages/mobile home park.jpg +0 -0
- UCMercedTestImages/overpass.jpg +0 -0
- UCMercedTestImages/parking lot.jpg +0 -0
- UCMercedTestImages/river.jpg +0 -0
- UCMercedTestImages/runway.jpg +0 -0
- UCMercedTestImages/sparse residential.jpg +0 -0
- UCMercedTestImages/storage tanks.jpg +0 -0
- UCMercedTestImages/tennis court.jpg +0 -0
- app.py +3 -0
UCMercedTestImages/agricultural.jpg
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UCMercedTestImages/airplane.jpg
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UCMercedTestImages/baseball.jpg
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UCMercedTestImages/beach.jpg
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UCMercedTestImages/buildings.jpg
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UCMercedTestImages/chaparral.jpg
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UCMercedTestImages/dense residential.jpg
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UCMercedTestImages/forest.jpg
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UCMercedTestImages/freeway.jpg
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UCMercedTestImages/golf.jpg
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UCMercedTestImages/harbor.jpg
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UCMercedTestImages/intersection.jpg
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UCMercedTestImages/medium residential.jpg
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UCMercedTestImages/mobile home park.jpg
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UCMercedTestImages/overpass.jpg
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UCMercedTestImages/parking lot.jpg
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UCMercedTestImages/river.jpg
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UCMercedTestImages/runway.jpg
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UCMercedTestImages/sparse residential.jpg
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UCMercedTestImages/storage tanks.jpg
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UCMercedTestImages/tennis court.jpg
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app.py
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@@ -1,6 +1,7 @@
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import gradio as gr
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import numpy as np
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import onnxruntime as ort
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import torchvision as tv
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from huggingface_hub import hf_hub_download
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@@ -61,6 +62,7 @@ class Classifier:
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}
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model_path = hf_hub_download(
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repo_id="SatwikKambham/land_use_classifier",
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filename="model.onnx",
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@@ -70,5 +72,6 @@ interface = gr.Interface(
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fn=classifier.predict,
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inputs=gr.components.Image(label="Input image", type="pil"),
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outputs=gr.components.Label(label="Predicted class", num_top_classes=3),
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)
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interface.launch()
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import gradio as gr
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import numpy as np
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import onnxruntime as ort
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import os
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import torchvision as tv
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from huggingface_hub import hf_hub_download
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}
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test_images = os.listdir("UCMercedTestImages")
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model_path = hf_hub_download(
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repo_id="SatwikKambham/land_use_classifier",
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filename="model.onnx",
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fn=classifier.predict,
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inputs=gr.components.Image(label="Input image", type="pil"),
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outputs=gr.components.Label(label="Predicted class", num_top_classes=3),
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examples=[["UCMercedTestImages/" + test_image] for test_image in test_images],
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)
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interface.launch()
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