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Detection adjustments (#14329)

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Nicolas Mowen 2024-10-13 20:34:51 -06:00 committed by GitHub
parent 4ca267ea17
commit 9adffa1ef5
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GPG Key ID: B5690EEEBB952194
2 changed files with 21 additions and 28 deletions
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16
frigate/detectors/detector_config.py
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@ -158,17 +158,13 @@ class ModelConfig(BaseModel):
def create_colormap(self, enabled_labels: set[str]) -> None:
"""Get a list of colors for enabled labels that aren't attributes."""
colors = generate_color_palette(
len(
list(
filter(
lambda label: label not in self._all_attributes, enabled_labels
)
)
)
enabled_trackable_labels = list(
filter(lambda label: label not in self._all_attributes, enabled_labels)
)
self._colormap = {label: color for label, color in zip(enabled_labels, colors)}
colors = generate_color_palette(len(enabled_trackable_labels))
self._colormap = {
label: color for label, color in zip(enabled_trackable_labels, colors)
}
model_config = ConfigDict(extra="forbid", protected_namespaces=())

33
frigate/util/model.py
View File

@ -25,28 +25,23 @@ def get_ort_providers(
],
)
providers = ort.get_available_providers()
providers = []
options = []
for provider in providers:
if provider == "TensorrtExecutionProvider":
os.makedirs("/config/model_cache/tensorrt/ort/trt-engines", exist_ok=True)
if not requires_fp16 or os.environ.get("USE_FP_16", "True") != "False":
options.append(
{
"arena_extend_strategy": "kSameAsRequested",
"trt_fp16_enable": requires_fp16,
"trt_timing_cache_enable": True,
"trt_engine_cache_enable": True,
"trt_timing_cache_path": "/config/model_cache/tensorrt/ort",
"trt_engine_cache_path": "/config/model_cache/tensorrt/ort/trt-engines",
}
)
else:
options.append({})
for provider in ort.get_available_providers():
if provider == "CUDAExecutionProvider":
providers.append(provider)
options.append(
{
"arena_extend_strategy": "kSameAsRequested",
}
)
elif provider == "TensorrtExecutionProvider":
# TensorrtExecutionProvider uses too much memory without options to control it
pass
elif provider == "OpenVINOExecutionProvider":
os.makedirs("/config/model_cache/openvino/ort", exist_ok=True)
providers.append(provider)
options.append(
{
"arena_extend_strategy": "kSameAsRequested",
@ -55,12 +50,14 @@ def get_ort_providers(
}
)
elif provider == "CPUExecutionProvider":
providers.append(provider)
options.append(
{
"arena_extend_strategy": "kSameAsRequested",
}
)
else:
providers.append(provider)
options.append({})
return (providers, options)