fix broadcasting issue
Browse files
scripts/semantic_mapper/semantic_mapper.ipynb
CHANGED
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scripts/semantic_mapper/semantic_mapper.py
CHANGED
@@ -275,7 +275,7 @@ class BuildingsFromM2FDepth(BinaryMapper, NpIORepresentation):
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buildings = super().merge_fn(dep_data[0:-1])
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depth = dep_data[-1]
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thr = 0.3 # np.percentile(depth.numpy(), 0.8)
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buildings_depth = buildings * (depth <= thr)
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return self.disk_to_memory_fmt(buildings_depth.astype(bool))
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class SafeLandingAreas(BinaryMapper, NpIORepresentation):
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@@ -318,7 +318,7 @@ class SafeLandingAreas(BinaryMapper, NpIORepresentation):
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def merge_fn(self, dep_data: list[MemoryData]) -> MemoryData:
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depth, normals = dep_data[0:2]
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v1, v2, v3 = normals.transpose(2, 0, 1)
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where_safe = (v2 > 0.8) * ((v1 + v3) < 1.2) * (depth <= 0.9)
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if self.include_semantics:
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mapi1, coco, mapi2 = dep_data[2:5]
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mapi1, coco, mapi2 = mapi1.argmax(-1), coco.argmax(-1), mapi2.argmax(-1)
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@@ -477,12 +477,12 @@ if __name__ == "__main__":
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statistics=statistics)
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orig_task_names = list(reader.task_types.keys())
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print("== Random loaded item ==")
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ixs = np.random.permutation(range(len(reader))).tolist()
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buildings = super().merge_fn(dep_data[0:-1])
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depth = dep_data[-1]
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thr = 0.3 # np.percentile(depth.numpy(), 0.8)
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+
buildings_depth = buildings * (depth[..., 0] <= thr)
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return self.disk_to_memory_fmt(buildings_depth.astype(bool))
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class SafeLandingAreas(BinaryMapper, NpIORepresentation):
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def merge_fn(self, dep_data: list[MemoryData]) -> MemoryData:
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depth, normals = dep_data[0:2]
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v1, v2, v3 = normals.transpose(2, 0, 1)
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where_safe = (v2 > 0.8) * ((v1 + v3) < 1.2) * (depth[..., 0] <= 0.9)
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if self.include_semantics:
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mapi1, coco, mapi2 = dep_data[2:5]
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mapi1, coco, mapi2 = mapi1.argmax(-1), coco.argmax(-1), mapi2.argmax(-1)
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statistics=statistics)
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orig_task_names = list(reader.task_types.keys())
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new_tasks = get_new_semantic_mapped_tasks()
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for task_name in reader.task_names:
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if task_name not in orig_task_names:
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reader.remove_task(task_name)
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for new_task in new_tasks.values():
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reader.add_task(new_task, overwrite=True)
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print("== Random loaded item ==")
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ixs = np.random.permutation(range(len(reader))).tolist()
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