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add plus integration for models (#6328)

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Blake Blackshear
2023-04-30 13:32:36 -05:00
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commit 9bf98f908d
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docs/docs/integrations/plus.md
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@@ -5,13 +5,11 @@ title: Frigate+
:::info
Frigate+ is under active development and currently only offers the ability to submit your examples with annotations. Models will be available after enough examples are submitted to train a robust model. It is free to create an account and upload your examples.
Frigate+ is under active development. Models are available as a part of an invitation only beta. It is free to create an account and upload/annotate your examples.
:::
Frigate+ offers models trained from scratch and specifically designed for the way Frigate NVR analyzes video footage. They offer higher accuracy with less resources. By uploading your own labeled examples, your model can be uniquely tuned for accuracy in your specific conditions. After tuning, performance is evaluated against a broad dataset and real world examples submitted by other Frigate+ users to prevent overfitting.
Custom models also include a more relevant set of objects for security cameras such as person, face, car, license plate, delivery truck, package, dog, cat, deer, and more. Interested in detecting an object unique to you? Upload examples to incorporate your own objects without worrying that you are reducing the accuracy of other object types in the model.
Frigate+ offers models trained from scratch and specifically designed for the way Frigate NVR analyzes video footage. They offer higher accuracy with less resources and include a more relevant set of objects for security cameras. By uploading your own labeled examples, your model can be uniquely tuned for accuracy in your specific conditions. After tuning, performance is evaluated against a broad dataset and real world examples submitted by other Frigate+ users to prevent overfitting.
## Setup
@@ -35,7 +33,7 @@ You cannot use the `environment_vars` section of your configuration file to set
:::
### Submit examples
## Submit examples
Once your API key is configured, you can submit examples directly from the events page in Frigate using the `SEND TO FRIGATE+` button.
@@ -52,3 +50,25 @@ Snapshots must be enabled to be able to submit examples to Frigate+
You can view all of your submitted images at [https://plus.frigate.video](https://plus.frigate.video). Annotations can be added by clicking an image.
![Annotate](/img/annotate.png)
## Use Models
Models available in Frigate+ can be used with a special model path. No other information needs to be configured for Frigate+ models because it fetches the remaining config from Frigate+ automatically.
```yaml
model:
path: plus://e63b7345cc83a84ed79dedfc99c16616
```
Models are downloaded into the `/config/model_cache` folder and only downloaded if needed.
You can override the labelmap for Frigate+ models like this:
```yaml
model:
path: plus://e63b7345cc83a84ed79dedfc99c16616
labelmap:
3: animal
4: animal
5: animal
```