Variable modelsConst

Type Declaration

• documentModels: {
      PP_HELPERS: {
          COREML: DocumentModelsConfig;
          VULKAN: DocumentModelsConfig;
          XNNPACK: DocumentModelsConfig;
      } & { DEFAULT: DocumentModelsConfig };
  }

  Document helpers, for the documentModels slot of an OCR model.

  • PP_HELPERS: {
        COREML: DocumentModelsConfig;
        VULKAN: DocumentModelsConfig;
        XNNPACK: DocumentModelsConfig;
    } & { DEFAULT: DocumentModelsConfig }

    PaddleHelpers: page orientation, UVDoc dewarping and SLANet table structure in one fused program.

• layoutDetection: {
      PP_DOCLAYOUT: {
          COREML: ObjectDetectorModel<
              "xyxy",
              | "number"
              | "abstract"
              | "algorithm"
              | "aside_text"
              | "chart"
              | "content"
              | "display_formula"
              | "doc_title"
              | "figure_title"
              | "footer"
              | "footer_image"
              | "footnote"
              | "formula_number"
              | "header"
              | "header_image"
              | "image"
              | "inline_formula"
              | "paragraph_title"
              | "reference"
              | "reference_content"
              | "seal"
              | "table"
              | "text"
              | "vertical_text"
              | "vision_footnote",
          >;
          VULKAN: ObjectDetectorModel<
              "xyxy",
              | "number"
              | "abstract"
              | "algorithm"
              | "aside_text"
              | "chart"
              | "content"
              | "display_formula"
              | "doc_title"
              | "figure_title"
              | "footer"
              | "footer_image"
              | "footnote"
              | "formula_number"
              | "header"
              | "header_image"
              | "image"
              | "inline_formula"
              | "paragraph_title"
              | "reference"
              | "reference_content"
              | "seal"
              | "table"
              | "text"
              | "vertical_text"
              | "vision_footnote",
          >;
          XNNPACK: ObjectDetectorModel<
              "xyxy",
              | "number"
              | "abstract"
              | "algorithm"
              | "aside_text"
              | "chart"
              | "content"
              | "display_formula"
              | "doc_title"
              | "figure_title"
              | "footer"
              | "footer_image"
              | "footnote"
              | "formula_number"
              | "header"
              | "header_image"
              | "image"
              | "inline_formula"
              | "paragraph_title"
              | "reference"
              | "reference_content"
              | "seal"
              | "table"
              | "text"
              | "vertical_text"
              | "vision_footnote",
          >;
      } & {
          DEFAULT: ObjectDetectorModel<
              "xyxy",
              | "number"
              | "abstract"
              | "algorithm"
              | "aside_text"
              | "chart"
              | "content"
              | "display_formula"
              | "doc_title"
              | "figure_title"
              | "footer"
              | "footer_image"
              | "footnote"
              | "formula_number"
              | "header"
              | "header_image"
              | "image"
              | "inline_formula"
              | "paragraph_title"
              | "reference"
              | "reference_content"
              | "seal"
              | "table"
              | "text"
              | "vertical_text"
              | "vision_footnote",
          >;
      };
  }

  Document layout detection, for the layout slot of an OCR model.

  • PP_DOCLAYOUT: {
        COREML: ObjectDetectorModel<
            "xyxy",
            | "number"
            | "abstract"
            | "algorithm"
            | "aside_text"
            | "chart"
            | "content"
            | "display_formula"
            | "doc_title"
            | "figure_title"
            | "footer"
            | "footer_image"
            | "footnote"
            | "formula_number"
            | "header"
            | "header_image"
            | "image"
            | "inline_formula"
            | "paragraph_title"
            | "reference"
            | "reference_content"
            | "seal"
            | "table"
            | "text"
            | "vertical_text"
            | "vision_footnote",
        >;
        VULKAN: ObjectDetectorModel<
            "xyxy",
            | "number"
            | "abstract"
            | "algorithm"
            | "aside_text"
            | "chart"
            | "content"
            | "display_formula"
            | "doc_title"
            | "figure_title"
            | "footer"
            | "footer_image"
            | "footnote"
            | "formula_number"
            | "header"
            | "header_image"
            | "image"
            | "inline_formula"
            | "paragraph_title"
            | "reference"
            | "reference_content"
            | "seal"
            | "table"
            | "text"
            | "vertical_text"
            | "vision_footnote",
        >;
        XNNPACK: ObjectDetectorModel<
            "xyxy",
            | "number"
            | "abstract"
            | "algorithm"
            | "aside_text"
            | "chart"
            | "content"
            | "display_formula"
            | "doc_title"
            | "figure_title"
            | "footer"
            | "footer_image"
            | "footnote"
            | "formula_number"
            | "header"
            | "header_image"
            | "image"
            | "inline_formula"
            | "paragraph_title"
            | "reference"
            | "reference_content"
            | "seal"
            | "table"
            | "text"
            | "vertical_text"
            | "vision_footnote",
        >;
    } & {
        DEFAULT: ObjectDetectorModel<
            "xyxy",
            | "number"
            | "abstract"
            | "algorithm"
            | "aside_text"
            | "chart"
            | "content"
            | "display_formula"
            | "doc_title"
            | "figure_title"
            | "footer"
            | "footer_image"
            | "footnote"
            | "formula_number"
            | "header"
            | "header_image"
            | "image"
            | "inline_formula"
            | "paragraph_title"
            | "reference"
            | "reference_content"
            | "seal"
            | "table"
            | "text"
            | "vertical_text"
            | "vision_footnote",
        >;
    }

    PP-DocLayoutV3: 25 region classes, see DOC_LAYOUT_LABELS.

• ocr: {
      EASYOCR: {
          CYRILLIC: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          ENGLISH: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          JAPANESE: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          KANNADA: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          KOREAN: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          LATIN: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          TELUGU: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
          ZH_SIM: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
              DEFAULT: OcrModel;
          };
      };
      PADDLE: {
          PPOCRV6_SMALL: {
              COREML: OcrModel;
              VULKAN: OcrModel;
              XNNPACK: OcrModel;
              XNNPACK_FP32: OcrModel;
          } & { DEFAULT: OcrModel };
      };
  }

  Optical character recognition: a text detector paired with a text recognizer, exported as one fused program.

  • EASYOCR: {
        CYRILLIC: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        ENGLISH: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        JAPANESE: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        KANNADA: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        KOREAN: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        LATIN: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        TELUGU: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
        ZH_SIM: { COREML: OcrModel; VULKAN: OcrModel; XNNPACK: OcrModel } & {
            DEFAULT: OcrModel;
        };
    }

    EasyOCR: CRAFT detector plus a CRNN recognizer, one model per alphabet. The charset of each entry is the matching member of alphabets.

  • PADDLE: {
        PPOCRV6_SMALL: {
            COREML: OcrModel;
            VULKAN: OcrModel;
            XNNPACK: OcrModel;
            XNNPACK_FP32: OcrModel;
        } & { DEFAULT: OcrModel };
    }

    PaddleOCR PP-OCRv6 small: DBNet detector plus an SVTR recognizer, one model for every language, with PPOCR_SYMBOLS as its charset.