Refactor depth reference handling and cleanup
- Unified reference depth calculation to use a single implementation in common/depth.py. - Removed server-side reference depth computation and adjusted depth.json to only include image_size and intrinsics. - Updated depth texture handling to ignore transparent, invalid, and non-positive pixels when calculating reference depth. - Changed reference depth calculation to use the 95th percentile of valid depth values. - Adjusted depth direction fitting to return a flat direction when no samples are available. - Removed cleanup threshold parameters from Cutout and related nodes, simplifying the interface. - Updated tests to verify new reference depth logic and ensure compatibility with existing functionality.
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@@ -128,8 +128,8 @@ def test_client_processing_updates_and_packs_color_and_depth_together():
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depth = Image(depth_values)
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metadata = {
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"intrinsics": ((8.0, 0.0, 8.0), (0.0, 8.0, 8.0), (0.0, 0.0, 1.0)),
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"reference_depth": 12.0,
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}
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original_metadata = dict(metadata)
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pad_cutout_images(color, depth, metadata, content, 0.9, 2)
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@@ -139,5 +139,5 @@ def test_client_processing_updates_and_packs_color_and_depth_together():
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assert padded_color[2, 8, 3] == 1
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assert padded_depth[2, 8, 2] > depth_values[3, 8, 2]
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assert padded_depth[2, 8, 0] == 0
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assert metadata["reference_depth"] == 12
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assert metadata == original_metadata
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assert (color.updated, color.packed, depth.updated, depth.packed) == (1, 1, 1, 1)
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