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tests: data: coco_evaluation: Fix test #5298

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tests: data: coco_evaluation: Fix test #5298

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9 changes: 7 additions & 2 deletions tests/data/test_coco_evaluation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -84,7 +84,7 @@ def test_fast_eval(self):
api_exception = None
try:
with contextlib.redirect_stdout(io.StringIO()):
coco_dt = coco_api.loadRes(dt)
coco_dt = coco_api.loadRes(copy.deepcopy(dt))
coco_eval = COCOeval(coco_api, coco_dt, iou_type)
for p, v in params.items():
setattr(coco_eval.params, p, v)
Expand All @@ -98,7 +98,7 @@ def test_fast_eval(self):
opt_exception = None
try:
with contextlib.redirect_stdout(io.StringIO()):
coco_dt = coco_api.loadRes(dt)
coco_dt = coco_api.loadRes(copy.deepcopy(dt))
coco_eval_opt = COCOeval_opt(coco_api, coco_dt, iou_type)
for p, v in params.items():
setattr(coco_eval_opt.params, p, v)
Expand All @@ -115,6 +115,11 @@ def test_fast_eval(self):
opt_error = "" if opt_exception is None else type(opt_exception).__name__
msg = "%s: comparing COCO APIs, '%s' != '%s'" % (name, api_error, opt_error)
self.assertTrue(api_error == opt_error, msg=msg)
elif (api_exception is None) ^ (opt_exception is None):
self.fail(
f"One of the APIs threw an exception while the other did not (api != opt): "
f"{api_exception} != {opt_exception}"
)
else:
# Original API and optimized API should produce the same precision/recalls
for k in ["precision", "recall"]:
Expand Down