feat(ml)!: customizable ML settings (#3891)
* consolidated endpoints, added live configuration * added ml settings to server * added settings dashboard * updated deps, fixed typos * simplified modelconfig updated tests * Added ml setting accordion for admin page updated tests * merge `clipText` and `clipVision` * added face distance setting clarified setting * add clip mode in request, dropdown for face models * polished ml settings updated descriptions * update clip field on error * removed unused import * add description for image classification threshold * pin safetensors for arm wheel updated poetry lock * moved dto * set model type only in ml repository * revert form-data package install use fetch instead of axios * added slotted description with link updated facial recognition description clarified effect of disabling tasks * validation before model load * removed unnecessary getconfig call * added migration * updated api updated api updated api --------- Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
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@@ -1,4 +1,6 @@
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import { IsBoolean, IsUrl, ValidateIf } from 'class-validator';
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import { ClassificationConfig, CLIPConfig, RecognitionConfig } from '@app/domain';
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import { Type } from 'class-transformer';
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import { IsBoolean, IsObject, IsUrl, ValidateIf, ValidateNested } from 'class-validator';
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export class SystemConfigMachineLearningDto {
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@IsBoolean()
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@@ -8,12 +10,18 @@ export class SystemConfigMachineLearningDto {
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@ValidateIf((dto) => dto.enabled)
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url!: string;
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@IsBoolean()
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clipEncodeEnabled!: boolean;
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@Type(() => ClassificationConfig)
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@ValidateNested()
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@IsObject()
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classification!: ClassificationConfig;
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@IsBoolean()
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facialRecognitionEnabled!: boolean;
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@Type(() => CLIPConfig)
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@ValidateNested()
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@IsObject()
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clip!: CLIPConfig;
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@IsBoolean()
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tagImageEnabled!: boolean;
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@Type(() => RecognitionConfig)
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@ValidateNested()
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@IsObject()
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facialRecognition!: RecognitionConfig;
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}
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