diff --git a/frontend/src/components/tools/scannerImageSplit/ScannerImageSplitSettings.tsx b/frontend/src/components/tools/scannerImageSplit/ScannerImageSplitSettings.tsx
new file mode 100644
index 000000000..0f9fa379e
--- /dev/null
+++ b/frontend/src/components/tools/scannerImageSplit/ScannerImageSplitSettings.tsx
@@ -0,0 +1,74 @@
+import React from 'react';
+import { useTranslation } from 'react-i18next';
+import { NumberInput, Stack } from '@mantine/core';
+import { ScannerImageSplitParameters } from '../../../hooks/tools/scannerImageSplit/useScannerImageSplitParameters';
+
+interface ScannerImageSplitSettingsProps {
+  parameters: ScannerImageSplitParameters;
+  onParameterChange: <K extends keyof ScannerImageSplitParameters>(key: K, value: ScannerImageSplitParameters[K]) => void;
+  disabled?: boolean;
+}
+
+const ScannerImageSplitSettings: React.FC<ScannerImageSplitSettingsProps> = ({
+  parameters,
+  onParameterChange,
+  disabled = false
+}) => {
+  const { t } = useTranslation();
+
+  return (
+    <Stack gap="md">
+      <NumberInput
+        label={t('ScannerImageSplit.selectText.1', 'Angle Threshold:')}
+        description={t('ScannerImageSplit.selectText.2', 'Sets the minimum absolute angle required for the image to be rotated (default: 10).')}
+        value={parameters.angle_threshold}
+        onChange={(value) => onParameterChange('angle_threshold', Number(value) || 10)}
+        min={0}
+        step={1}
+        disabled={disabled}
+      />
+
+      <NumberInput
+        label={t('ScannerImageSplit.selectText.3', 'Tolerance:')}
+        description={t('ScannerImageSplit.selectText.4', 'Determines the range of colour variation around the estimated background colour (default: 30).')}
+        value={parameters.tolerance}
+        onChange={(value) => onParameterChange('tolerance', Number(value) || 20)}
+        min={0}
+        step={1}
+        disabled={disabled}
+      />
+
+      <NumberInput
+        label={t('ScannerImageSplit.selectText.5', 'Minimum Area:')}
+        description={t('ScannerImageSplit.selectText.6', 'Sets the minimum area threshold for a photo (default: 10000).')}
+        value={parameters.min_area}
+        onChange={(value) => onParameterChange('min_area', Number(value) || 8000)}
+        min={0}
+        step={100}
+        disabled={disabled}
+      />
+
+      <NumberInput
+        label={t('ScannerImageSplit.selectText.7', 'Minimum Contour Area:')}
+        description={t('ScannerImageSplit.selectText.8', 'Sets the minimum contour area threshold for a photo')}
+        value={parameters.min_contour_area}
+        onChange={(value) => onParameterChange('min_contour_area', Number(value) || 500)}
+        min={0}
+        step={10}
+        disabled={disabled}
+      />
+
+      <NumberInput
+        label={t('ScannerImageSplit.selectText.9', 'Border Size:')}
+        description={t('ScannerImageSplit.selectText.10', 'Sets the size of the border added and removed to prevent white borders in the output (default: 1).')}
+        value={parameters.border_size}
+        onChange={(value) => onParameterChange('border_size', Number(value) || 1)}
+        min={0}
+        step={1}
+        disabled={disabled}
+      />
+    </Stack>
+  );
+};
+
+export default ScannerImageSplitSettings;
\ No newline at end of file
diff --git a/frontend/src/data/useTranslatedToolRegistry.tsx b/frontend/src/data/useTranslatedToolRegistry.tsx
index 5400b5e98..5cd9970b3 100644
--- a/frontend/src/data/useTranslatedToolRegistry.tsx
+++ b/frontend/src/data/useTranslatedToolRegistry.tsx
@@ -68,10 +68,13 @@ import RedactSingleStepSettings from "../components/tools/redact/RedactSingleSte
 import RotateSettings from "../components/tools/rotate/RotateSettings";
 import Redact from "../tools/Redact";
 import AdjustPageScale from "../tools/AdjustPageScale";
+import ScannerImageSplit from "../tools/ScannerImageSplit";
 import { ToolId } from "../types/toolId";
 import MergeSettings from '../components/tools/merge/MergeSettings';
 import { adjustPageScaleOperationConfig } from "../hooks/tools/adjustPageScale/useAdjustPageScaleOperation";
+import { scannerImageSplitOperationConfig } from "../hooks/tools/scannerImageSplit/useScannerImageSplitOperation";
 import AdjustPageScaleSettings from "../components/tools/adjustPageScale/AdjustPageScaleSettings";
+import ScannerImageSplitSettings from "../components/tools/scannerImageSplit/ScannerImageSplitSettings";
 import ChangeMetadataSingleStep from "../components/tools/changeMetadata/ChangeMetadataSingleStep";
 import CropSettings from "../components/tools/crop/CropSettings";
 
@@ -624,10 +627,14 @@ export function useFlatToolRegistry(): ToolRegistry {
       scannerImageSplit: {
         icon: <LocalIcon icon="scanner-rounded" width="1.5rem" height="1.5rem" />,
         name: t("home.scannerImageSplit.title", "Detect & Split Scanned Photos"),
-        component: null,
+        component: ScannerImageSplit,
         description: t("home.scannerImageSplit.desc", "Detect and split scanned photos into separate pages"),
         categoryId: ToolCategoryId.ADVANCED_TOOLS,
         subcategoryId: SubcategoryId.ADVANCED_FORMATTING,
+        maxFiles: -1,
+        endpoints: ["extract-image-scans"],
+        operationConfig: scannerImageSplitOperationConfig,
+        settingsComponent: ScannerImageSplitSettings,
         synonyms: getSynonyms(t, "ScannerImageSplit"),
       },
       overlayPdfs: {
diff --git a/frontend/src/hooks/tools/scannerImageSplit/useScannerImageSplitOperation.ts b/frontend/src/hooks/tools/scannerImageSplit/useScannerImageSplitOperation.ts
new file mode 100644
index 000000000..4ef0f99f6
--- /dev/null
+++ b/frontend/src/hooks/tools/scannerImageSplit/useScannerImageSplitOperation.ts
@@ -0,0 +1,54 @@
+import { useTranslation } from 'react-i18next';
+import { ToolType, useToolOperation } from '../shared/useToolOperation';
+import { createStandardErrorHandler } from '../../../utils/toolErrorHandler';
+import { ScannerImageSplitParameters, defaultParameters } from './useScannerImageSplitParameters';
+import { zipFileService } from '../../../services/zipFileService';
+
+export const buildScannerImageSplitFormData = (parameters: ScannerImageSplitParameters, file: File): FormData => {
+  const formData = new FormData();
+  formData.append('fileInput', file);
+  formData.append('angle_threshold', parameters.angle_threshold.toString());
+  formData.append('tolerance', parameters.tolerance.toString());
+  formData.append('min_area', parameters.min_area.toString());
+  formData.append('min_contour_area', parameters.min_contour_area.toString());
+  formData.append('border_size', parameters.border_size.toString());
+  return formData;
+};
+
+// Custom response handler to handle ZIP files that might be misidentified
+const scannerImageSplitResponseHandler = async (responseData: Blob, inputFiles: File[]): Promise<File[]> => {
+  try {
+    // Always try to extract as ZIP first, regardless of content-type
+    const extractionResult = await zipFileService.extractAllFiles(responseData);
+    if (extractionResult.success && extractionResult.extractedFiles.length > 0) {
+      return extractionResult.extractedFiles;
+    }
+  } catch (error) {
+    console.warn('Failed to extract as ZIP, treating as single file:', error);
+  }
+
+  // Fallback: treat as single file (PNG image)
+  const inputFileName = inputFiles[0]?.name || 'document';
+  const baseFileName = inputFileName.replace(/\.[^.]+$/, '');
+  const singleFile = new File([responseData], `${baseFileName}.png`, { type: 'image/png' });
+  return [singleFile];
+};
+
+export const scannerImageSplitOperationConfig = {
+  toolType: ToolType.singleFile,
+  buildFormData: buildScannerImageSplitFormData,
+  operationType: 'scannerImageSplit',
+  endpoint: '/api/v1/misc/extract-image-scans',
+  multiFileEndpoint: false,
+  responseHandler: scannerImageSplitResponseHandler,
+  defaultParameters,
+} as const;
+
+export const useScannerImageSplitOperation = () => {
+  const { t } = useTranslation();
+
+  return useToolOperation<ScannerImageSplitParameters>({
+    ...scannerImageSplitOperationConfig,
+    getErrorMessage: createStandardErrorHandler(t('scannerImageSplit.error.failed', 'An error occurred while extracting image scans.'))
+  });
+};
\ No newline at end of file
diff --git a/frontend/src/hooks/tools/scannerImageSplit/useScannerImageSplitParameters.ts b/frontend/src/hooks/tools/scannerImageSplit/useScannerImageSplitParameters.ts
new file mode 100644
index 000000000..1421faf16
--- /dev/null
+++ b/frontend/src/hooks/tools/scannerImageSplit/useScannerImageSplitParameters.ts
@@ -0,0 +1,31 @@
+import { BaseParameters } from '../../../types/parameters';
+import { useBaseParameters, BaseParametersHook } from '../shared/useBaseParameters';
+
+export interface ScannerImageSplitParameters extends BaseParameters {
+  angle_threshold: number;
+  tolerance: number;
+  min_area: number;
+  min_contour_area: number;
+  border_size: number;
+}
+
+export const defaultParameters: ScannerImageSplitParameters = {
+  angle_threshold: 10,
+  tolerance: 20,
+  min_area: 8000,
+  min_contour_area: 500,
+  border_size: 1,
+};
+
+export type ScannerImageSplitParametersHook = BaseParametersHook<ScannerImageSplitParameters>;
+
+export const useScannerImageSplitParameters = (): ScannerImageSplitParametersHook => {
+  return useBaseParameters({
+    defaultParameters,
+    endpointName: 'extract-image-scans',
+    validateFn: () => {
+      // All parameters are numeric with defaults, validation handled by form
+      return true;
+    },
+  });
+};
\ No newline at end of file
diff --git a/frontend/src/services/zipFileService.ts b/frontend/src/services/zipFileService.ts
index 872157d51..33c817f70 100644
--- a/frontend/src/services/zipFileService.ts
+++ b/frontend/src/services/zipFileService.ts
@@ -338,6 +338,125 @@ export class ZipFileService {
       return errorMessage.includes('password') || errorMessage.includes('encrypted');
     }
   }
+
+  /**
+   * Extract all files from a ZIP archive (not limited to PDFs)
+   */
+  async extractAllFiles(
+    file: File | Blob,
+    onProgress?: (progress: ZipExtractionProgress) => void
+  ): Promise<ZipExtractionResult> {
+    const result: ZipExtractionResult = {
+      success: false,
+      extractedFiles: [],
+      errors: [],
+      totalFiles: 0,
+      extractedCount: 0
+    };
+
+    try {
+      // Load ZIP contents
+      const zip = new JSZip();
+      const zipContents = await zip.loadAsync(file);
+
+      // Get all files (not directories)
+      const allFiles = Object.entries(zipContents.files).filter(([filename, zipEntry]) =>
+        !zipEntry.dir
+      );
+
+      result.totalFiles = allFiles.length;
+
+      // Extract each file
+      for (let i = 0; i < allFiles.length; i++) {
+        const [filename, zipEntry] = allFiles[i];
+
+        try {
+          // Report progress
+          if (onProgress) {
+            onProgress({
+              currentFile: filename,
+              extractedCount: i,
+              totalFiles: allFiles.length,
+              progress: (i / allFiles.length) * 100
+            });
+          }
+
+          // Extract file content
+          const content = await zipEntry.async('blob');
+
+          // Create File object with appropriate MIME type
+          const mimeType = this.getMimeTypeFromExtension(filename);
+          const extractedFile = new File([content], filename, { type: mimeType });
+
+          result.extractedFiles.push(extractedFile);
+          result.extractedCount++;
+
+        } catch (error) {
+          const errorMessage = error instanceof Error ? error.message : 'Unknown error';
+          result.errors.push(`Failed to extract "${filename}": ${errorMessage}`);
+        }
+      }
+
+      // Final progress report
+      if (onProgress) {
+        onProgress({
+          currentFile: '',
+          extractedCount: result.extractedCount,
+          totalFiles: result.totalFiles,
+          progress: 100
+        });
+      }
+
+      result.success = result.extractedFiles.length > 0;
+
+    } catch (error) {
+      const errorMessage = error instanceof Error ? error.message : 'Unknown error';
+      result.errors.push(`Failed to process ZIP file: ${errorMessage}`);
+    }
+
+    return result;
+  }
+
+  /**
+   * Get MIME type based on file extension
+   */
+  private getMimeTypeFromExtension(fileName: string): string {
+    const ext = fileName.toLowerCase().split('.').pop();
+
+    const mimeTypes: Record<string, string> = {
+      // Images
+      'png': 'image/png',
+      'jpg': 'image/jpeg',
+      'jpeg': 'image/jpeg',
+      'gif': 'image/gif',
+      'webp': 'image/webp',
+      'bmp': 'image/bmp',
+      'svg': 'image/svg+xml',
+      'tiff': 'image/tiff',
+      'tif': 'image/tiff',
+
+      // Documents
+      'pdf': 'application/pdf',
+      'txt': 'text/plain',
+      'html': 'text/html',
+      'css': 'text/css',
+      'js': 'application/javascript',
+      'json': 'application/json',
+      'xml': 'application/xml',
+
+      // Office documents
+      'doc': 'application/msword',
+      'docx': 'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+      'xls': 'application/vnd.ms-excel',
+      'xlsx': 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
+
+      // Archives
+      'zip': 'application/zip',
+      'rar': 'application/x-rar-compressed',
+    };
+
+    return mimeTypes[ext || ''] || 'application/octet-stream';
+  }
 }
 
 // Export singleton instance
diff --git a/frontend/src/tools/ScannerImageSplit.tsx b/frontend/src/tools/ScannerImageSplit.tsx
new file mode 100644
index 000000000..884a6f7ed
--- /dev/null
+++ b/frontend/src/tools/ScannerImageSplit.tsx
@@ -0,0 +1,55 @@
+import { useTranslation } from "react-i18next";
+import { createToolFlow } from "../components/tools/shared/createToolFlow";
+import ScannerImageSplitSettings from "../components/tools/scannerImageSplit/ScannerImageSplitSettings";
+import { useScannerImageSplitParameters } from "../hooks/tools/scannerImageSplit/useScannerImageSplitParameters";
+import { useScannerImageSplitOperation } from "../hooks/tools/scannerImageSplit/useScannerImageSplitOperation";
+import { useBaseTool } from "../hooks/tools/shared/useBaseTool";
+import { BaseToolProps, ToolComponent } from "../types/tool";
+
+const ScannerImageSplit = (props: BaseToolProps) => {
+  const { t } = useTranslation();
+
+  const base = useBaseTool(
+    'scannerImageSplit',
+    useScannerImageSplitParameters,
+    useScannerImageSplitOperation,
+    props
+  );
+
+  return createToolFlow({
+    files: {
+      selectedFiles: base.selectedFiles,
+      isCollapsed: base.hasResults,
+    },
+    steps: [
+      {
+        title: "Settings",
+        isCollapsed: base.settingsCollapsed,
+        onCollapsedClick: base.settingsCollapsed ? base.handleSettingsReset : undefined,
+        content: (
+          <ScannerImageSplitSettings
+            parameters={base.params.parameters}
+            onParameterChange={base.params.updateParameter}
+            disabled={base.endpointLoading}
+          />
+        ),
+      },
+    ],
+    executeButton: {
+      text: t("scannerImageSplit.submit", "Extract Image Scans"),
+      isVisible: !base.hasResults,
+      loadingText: t("loading"),
+      onClick: base.handleExecute,
+      disabled: !base.params.validateParameters() || !base.hasFiles || !base.endpointEnabled,
+    },
+    review: {
+      isVisible: base.hasResults,
+      operation: base.operation,
+      title: t("scannerImageSplit.title", "Extracted Images"),
+      onFileClick: base.handleThumbnailClick,
+      onUndo: base.handleUndo,
+    },
+  });
+};
+
+export default ScannerImageSplit as ToolComponent;
\ No newline at end of file