mirror of
https://github.com/azaion/detections.git
synced 2026-06-21 12:11:08 +00:00
Roman Meshko
49 lines
1.3 KiB
Python
49 lines
1.3 KiB
Python
import json
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import pytest
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_TILING_TIMEOUT = 120
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_GSD = {
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"camera_config": {
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"focal_length": 24,
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"sensor_width": 23.5,
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"current_zoom": 1,
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"current_angle": 90,
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"current_height": 400,
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}
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}
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_DUP_THRESHOLD = 0.01
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def _assert_coords_normalized(detections):
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for d in detections:
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for k in ("centerX", "centerY", "width", "height"):
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v = d[k]
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assert 0.0 <= v <= 1.0
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def _assert_no_same_label_near_duplicate_centers(detections):
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by_label = {}
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for d in detections:
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label = d["label"]
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cx, cy = d["centerX"], d["centerY"]
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prev = by_label.setdefault(label, [])
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for pcx, pcy in prev:
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assert not (
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abs(cx - pcx) < _DUP_THRESHOLD and abs(cy - pcy) < _DUP_THRESHOLD
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), f"near-duplicate centers for label {label!r}: ({pcx},{pcy}) vs ({cx},{cy})"
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prev.append((cx, cy))
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@pytest.mark.slow
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def test_ft_p04_p16_gsd_tiling_and_deduplication(image_detect, image_large, warm_engine):
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# Assert
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body, _ = image_detect(
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image_large, "img.jpg",
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config=json.dumps({**_GSD, "big_image_tile_overlap_percent": 20}),
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timeout=_TILING_TIMEOUT,
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)
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assert isinstance(body, list)
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_assert_coords_normalized(body)
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_assert_no_same_label_near_duplicate_centers(body)
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