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Dynamically install and load detector dependencies (#24156)

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* Dynamically install and load detector dependencies

* Cleanup

* Cleanup
This commit is contained in:
Nicolas Mowen
2026-09-12 07:30:04 -06:00
parent 53b04f44ef
commit d183f03fee
18 changed files with 1386 additions and 115 deletions
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docs/docs/configuration/object_detectors.md
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@@ -297,6 +297,12 @@ If no custom model is provided, the Hailo detector downloads a default model fro
:::
:::info
The HailoRT runtime is not part of the Frigate image. It is downloaded and installed into `/config/.local` the first time a Hailo detector is configured, verified against pinned checksums, and updated automatically when a Frigate release pins a new version. If the container has no internet access, see [Detector runtimes](/frigate/network_requirements#detector-runtimes) for how to provide the files yourself.
:::
### Configuration {#configuration-hailo}
When configuring the Hailo detector, you have two options to specify the model: a local **path** or a **URL**.
@@ -568,6 +574,12 @@ See the [installation docs](../frigate/installation.md#memryx-mx3) for informati
To configure a MemryX detector, simply set the `type` attribute to `memryx` and follow the configuration guide below.
:::info
The MemryX SDK is not part of the Frigate image. It is downloaded and installed into `/config/.local` the first time a MemryX detector is configured, verified against pinned checksums, and updated automatically when a Frigate release pins a new version. If the container has no internet access, see [Detector runtimes](/frigate/network_requirements#detector-runtimes) for how to provide the files yourself.
:::
### Configuration {#configuration-memryx}
<ModelConfigDropdown detectorTitle="MemryX" models={objectDetectorsModels.memryx.models} />
@@ -828,6 +840,12 @@ The AXEngine detector downloads its default model from HuggingFace on first star
:::
:::info
The AXEngine python package is not part of the Frigate image. It is downloaded and installed into `/config/.local` the first time an AXEngine detector is configured, verified against a pinned checksum, and updated automatically when a Frigate release pins a new version. If the container has no internet access, see [Detector runtimes](/frigate/network_requirements#detector-runtimes) for how to provide the file yourself.
:::
### Configuration {#configuration-axengine}
When configuring the AXEngine detector, you have to specify the model name.