OCR/openspec/changes/simplify-frontend-ocr-config/specs/ocr-processing/spec.md

ocr-processing Specification Delta

REMOVED Requirements

Requirement: OCR Preset Selection

Reason: OCR track 已改為 simple OCR 模式，不再需要前端提供複雜的預設配置。後端統一使用預設參數處理。 Migration: 移除前端 OCRPresetSelector 組件及相關類型定義。後端自動使用最佳預設配置。

Requirement: Table Detection Configuration

Reason: 表格偵測設定（有框線/無框線表格開關、區域偵測開關）不再需要由前端控制。後端統一使用預設的表格偵測策略。 Migration: 移除前端 TableDetectionSelector 組件及 TableDetectionConfig 類型。後端使用內建預設值。

Requirement: OCR Advanced Parameters

Reason: 進階 OCR 參數（如 table_parsing_mode, layout_threshold, enable_chart_recognition 等）不再需要前端配置。 Migration: 移除前端 OCRConfig 類型及相關 UI。後端固定使用 simple OCR 模式的預設參數。

MODIFIED Requirements

Requirement: Layout Model Selection

The system SHALL allow users to select a layout detection model optimized for their document type, providing a simple choice between pre-configured models instead of manual parameter tuning.

Scenario: User selects Chinese document model

• GIVEN a user is processing Chinese business documents (forms, contracts, invoices)
• WHEN the user selects "Chinese Document Model" (PP-DocLayout-S)
• THEN the OCR engine SHALL use the PP-DocLayout-S layout detection model
• AND the model SHALL be optimized for 23 Chinese document element types
• AND table and form detection accuracy SHALL be improved over the default model

Scenario: User selects standard model for English documents

• GIVEN a user is processing English academic papers or reports
• WHEN the user selects "Standard Model" (PubLayNet-based)
• THEN the OCR engine SHALL use the default PubLayNet-based layout detection model
• AND the model SHALL be optimized for English document layouts

Scenario: User selects CDLA model for specialized Chinese layout

• GIVEN a user is processing Chinese documents with complex layouts
• WHEN the user selects "CDLA Model"
• THEN the OCR engine SHALL use the picodet_lcnet_x1_0_fgd_layout_cdla model
• AND the model SHALL provide specialized Chinese document layout analysis

Scenario: Layout model is sent via API request

• GIVEN a frontend application with model selection UI
• WHEN the user starts task processing with a selected model
• THEN the frontend SHALL send the model choice in the request body:

  POST /api/v2/tasks/{task_id}/start
  {
    "use_dual_track": true,
    "force_track": "ocr",
    "language": "ch",
    "layout_model": "chinese"
  }
  

• AND the backend SHALL configure PP-StructureV3 with the corresponding model
• AND the frontend SHALL NOT send ocr_preset, ocr_config, or table_detection parameters

Scenario: Default model when not specified

• GIVEN an API request without layout_model parameter
• WHEN the task is started
• THEN the system SHALL use "chinese" (PP-DocLayout-S) as the default model
• AND processing SHALL work correctly without requiring model selection

Scenario: Invalid model name is rejected

• GIVEN a request with an invalid layout_model value
• WHEN the user sends layout_model: "invalid_model"
• THEN the API SHALL return 422 Validation Error
• AND provide a clear error message listing valid model options

Requirement: Layout Model Selection UI

The frontend SHALL provide a simple, user-friendly interface for selecting layout detection models with clear descriptions of each option.

Scenario: Model options are displayed with descriptions

• GIVEN the model selection UI is displayed
• WHEN the user views the available options
• THEN the UI SHALL show the following options:
  • "Chinese Document Model (Recommended)" - for Chinese forms, contracts, invoices
  • "Standard Model" - for English academic papers, reports
  • "CDLA Model" - for specialized Chinese layout analysis
• AND each option SHALL have a brief description of its use case

Scenario: Chinese model is selected by default

• GIVEN the user opens the task processing interface
• WHEN the model selection is displayed
• THEN "Chinese Document Model" SHALL be pre-selected as the default
• AND the user MAY change the selection before starting processing

Scenario: Model selection is visible only for OCR track

• GIVEN a document processing interface
• WHEN the user selects processing track
• THEN layout model selection SHALL be shown ONLY when OCR track is selected or auto-detected
• AND SHALL be hidden for Direct track (which does not use PP-StructureV3)

Scenario: Simplified configuration options

• GIVEN the OCR track processing interface
• WHEN the user configures processing options
• THEN the UI SHALL only show:
  • Layout model selection (chinese/default/cdla)
  • Image preprocessing settings (auto/manual/disabled)
• AND SHALL NOT show:
  • OCR preset selection
  • Table detection configuration
  • Advanced OCR parameters

Requirement: Simplified Processing Options API

The backend API SHALL accept a simplified ProcessingOptions schema without complex OCR configuration parameters.

Scenario: API accepts minimal configuration

• GIVEN a start task API request
• WHEN the request body contains:

  {
    "use_dual_track": true,
    "force_track": "ocr",
    "language": "ch",
    "layout_model": "chinese",
    "preprocessing_mode": "auto"
  }
  

• THEN the API SHALL accept the request
• AND process the task using backend default values for all other parameters

Scenario: Legacy parameters are ignored

• GIVEN a start task API request with legacy parameters
• WHEN the request contains ocr_preset, ocr_config, or table_detection
• THEN the API SHALL ignore these parameters
• AND use backend default values instead
• AND NOT return an error (backward compatibility)