jev-aleks commited on
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1838bf8
·
1 Parent(s): 046dd24

demo new examples

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app.py CHANGED
@@ -192,19 +192,13 @@ def demo_run(image: str,
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  markdown_description = """
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  # SceneDINO Demo
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-
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  [Paper](https://arxiv.org/abs/xxxx.xxxxx) | [Code](https://github.com/tum-vision/scenedino) | [Project Page](https://visinf.github.io/scenedino/)
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  Upload a single image to infer 3D geometry and semantics with **SceneDINO**. You can find some example images below.
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-
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  <span style="color:orange">⚠️ NOTE: We assume the intrinsic camera matrix of KITTI-360, images are cropped and rescaled to 192x640. Further note our demo's voxel limit of 5M. </span>
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  """
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- # - **Feature PCA**
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- # We visualize our high-dimensional feature field using PCA and visualizing three of the components in RGB. Interactively adjust which are visualized.
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- # - **SSC** (Semantic Scene Completion)
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- # Our features are used downstream for semantic predictions. Choose between the fully unsupervised approach or the linear probing approach.
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-
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  demo = gr.Interface(
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  demo_run,
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  inputs=[
 
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  markdown_description = """
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  # SceneDINO Demo
 
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  [Paper](https://arxiv.org/abs/xxxx.xxxxx) | [Code](https://github.com/tum-vision/scenedino) | [Project Page](https://visinf.github.io/scenedino/)
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  Upload a single image to infer 3D geometry and semantics with **SceneDINO**. You can find some example images below.
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+
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  <span style="color:orange">⚠️ NOTE: We assume the intrinsic camera matrix of KITTI-360, images are cropped and rescaled to 192x640. Further note our demo's voxel limit of 5M. </span>
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  """
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  demo = gr.Interface(
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  demo_run,
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  inputs=[
demo_utils/examples/gasteig.jpg ADDED

Git LFS Details

  • SHA256: 1757ab8af1ee8b25cbd32128577939d4cb50a493a79e753a5db80fd14d112e93
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demo_utils/examples/{kitti-360.png → kitti-360-1.png} RENAMED
File without changes
demo_utils/examples/kitti-360-2.png ADDED

Git LFS Details

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demo_utils/examples/kitz.jpg ADDED

Git LFS Details

  • SHA256: 9a678f900630cd7f37bc4466ab1a22a48c712b2c1a0e75cba96fcf005c5a7a2e
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  • Size of remote file: 38.2 kB
demo_utils/examples/log.csv CHANGED
@@ -1,2 +1,5 @@
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  image, mode, sigma_threshold, resolution, x_range, y_range, z_range
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- "kitti-360.png","DINOv2 (ViT-B)","Feature PCA 1-3",0.25,0.25,20,20,50
 
 
 
 
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  image, mode, sigma_threshold, resolution, x_range, y_range, z_range
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+ "kitti-360-1.png","DINOv2 (ViT-B)","Feature PCA 1-3",0.25,0.25,20,20,50
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+ "kitti-360-2.png","DINO (ViT-B)","SSC (unsup.)",0.25,0.25,20,20,50
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+ "kitz.jpg","DINO (ViT-B)","Feature PCA 1-3",0.5,0.25,20,20,30
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+ "gasteig.jpg","DINOv2 (ViT-B)","SSC (linear)",0.5,0.25,20,20,30