Initial GeoIntel V1 foundation
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import type {
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DatasetCreateResponse,
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DetectionModelCapability,
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DetectionQaResult,
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DetectionRead,
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DetectionRunRead,
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DetectionRunResponse,
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} from '../../types'
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interface DetectionLabProps {
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detectionModels: DetectionModelCapability[]
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loadingDetectionModels: boolean
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detectionModelError: string | null
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selectedDetectionDatasetId: string
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selectedDetectionModelId: string
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detectionTileManifestPath: string
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detectionConfidenceThreshold: number
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runningDetection: boolean
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detectionRunResult: DetectionRunResponse | null
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detectionRunError: string | null
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detectionRuns: DetectionRunRead[]
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selectedDetectionRunId: string
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detectionItems: DetectionRead[]
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detectionClassFilter: string
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detectionMinConfidenceFilter: number
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loadingDetectionResults: boolean
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detectionReferenceDatasetId: string
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detectionQaResult: DetectionQaResult | null
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detectionQaError: string | null
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runningDetectionQa: boolean
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selectedProjectId: string | null
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rasterDatasets: DatasetCreateResponse[]
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referenceDatasets: DatasetCreateResponse[]
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onLoadModels: () => void
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onSelectDataset: (datasetId: string) => void
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onSelectModel: (modelId: string) => void
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onSetConfidenceThreshold: (value: number) => void
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onSetTileManifestPath: (value: string) => void
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onRunDetection: () => void
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onLoadRuns: () => void
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onSelectRun: (runId: string) => void
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onSetClassFilter: (value: string) => void
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onSetMinConfidenceFilter: (value: number) => void
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onLoadResults: () => void
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onSelectReferenceDataset: (datasetId: string) => void
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onRunQa: () => void
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}
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export function DetectionLab({
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detectionModels,
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loadingDetectionModels,
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detectionModelError,
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selectedDetectionDatasetId,
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selectedDetectionModelId,
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detectionTileManifestPath,
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detectionConfidenceThreshold,
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runningDetection,
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detectionRunResult,
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detectionRunError,
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detectionRuns,
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selectedDetectionRunId,
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detectionItems,
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detectionClassFilter,
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detectionMinConfidenceFilter,
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loadingDetectionResults,
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detectionReferenceDatasetId,
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detectionQaResult,
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detectionQaError,
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runningDetectionQa,
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selectedProjectId,
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rasterDatasets,
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referenceDatasets,
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onLoadModels,
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onSelectDataset,
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onSelectModel,
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onSetConfidenceThreshold,
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onSetTileManifestPath,
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onRunDetection,
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onLoadRuns,
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onSelectRun,
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onSetClassFilter,
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onSetMinConfidenceFilter,
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onLoadResults,
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onSelectReferenceDataset,
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onRunQa,
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}: DetectionLabProps): JSX.Element {
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return (
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<section>
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<h2>Detection Lab</h2>
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<button type="button" onClick={onLoadModels} disabled={loadingDetectionModels}>
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Refresh detection models
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</button>
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{loadingDetectionModels ? <p>Loading detection models...</p> : null}
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{detectionModelError ? <p className="error">{detectionModelError}</p> : null}
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{detectionModels.length === 0 && !loadingDetectionModels ? <p>No detection models reported by backend</p> : null}
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<ul>
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{detectionModels.map((model) => (
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<li key={model.model_id}>
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<strong>{model.display_name}</strong>
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<div>model: {model.model_id}</div>
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<div>framework: {model.framework}</div>
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<div>task: {model.task_type}</div>
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<div>status: {model.status}</div>
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<div>configured: {model.configured ? 'yes' : 'no'}</div>
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<div>classes: {model.supported_classes.join(', ')}</div>
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<div>limitation: {model.limitation_message}</div>
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</li>
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))}
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</ul>
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<div>
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<select value={selectedDetectionDatasetId} onChange={(event) => onSelectDataset(event.target.value)}>
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<option value="">Select raster dataset</option>
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{rasterDatasets.map((dataset) => (
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<option key={dataset.id} value={dataset.id}>
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{dataset.name}
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</option>
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))}
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</select>
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<select value={selectedDetectionModelId} onChange={(event) => onSelectModel(event.target.value)}>
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{detectionModels.map((model) => (
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<option key={model.model_id} value={model.model_id}>
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{model.display_name}
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</option>
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))}
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</select>
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<input
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type="number"
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min="0"
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max="1"
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step="0.05"
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value={detectionConfidenceThreshold}
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onChange={(event) => onSetConfidenceThreshold(Number(event.target.value))}
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/>
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{selectedDetectionModelId === 'yolo-configured' ? (
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<input
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type="text"
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placeholder="Raster tile manifest path"
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value={detectionTileManifestPath}
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onChange={(event) => onSetTileManifestPath(event.target.value)}
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/>
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) : null}
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<button type="button" onClick={onRunDetection} disabled={runningDetection || !selectedProjectId || rasterDatasets.length === 0}>
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Run detection
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</button>
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</div>
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{detectionRunError ? <p className="error">{detectionRunError}</p> : null}
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{detectionRunResult ? (
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<div>
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<p>Status: {detectionRunResult.status}</p>
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<p>Message: {detectionRunResult.message}</p>
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<p>Analysis run: {detectionRunResult.analysis_run_id}</p>
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<p>Job: {detectionRunResult.job_id}</p>
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<p>Detections: {detectionRunResult.detection_count}</p>
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{detectionRunResult.error_code ? <p className="error">Code: {detectionRunResult.error_code}</p> : null}
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</div>
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) : null}
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<div>
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<h3>Detection results</h3>
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<button type="button" onClick={onLoadRuns} disabled={!selectedProjectId}>
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Refresh detection runs
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</button>
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<select value={selectedDetectionRunId} onChange={(event) => onSelectRun(event.target.value)}>
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<option value="">Select detection run</option>
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{detectionRuns.map((run) => (
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<option key={run.id} value={run.id}>
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{run.model_name || 'detection'} - {run.status} - {run.id}
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</option>
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))}
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</select>
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<input
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type="text"
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placeholder="Class filter"
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value={detectionClassFilter}
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onChange={(event) => onSetClassFilter(event.target.value)}
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/>
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<input
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type="number"
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min="0"
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max="1"
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step="0.05"
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value={detectionMinConfidenceFilter}
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onChange={(event) => onSetMinConfidenceFilter(Number(event.target.value))}
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/>
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<button type="button" onClick={onLoadResults} disabled={!selectedDetectionRunId || loadingDetectionResults}>
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Load detections
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</button>
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{loadingDetectionResults ? <p>Loading detection results...</p> : null}
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<p>Detections loaded: {detectionItems.length}</p>
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{detectionItems.length > 0 ? (
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<table>
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<thead>
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<tr>
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<th>Class</th>
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<th>Confidence</th>
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<th>Model</th>
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<th>Source tile</th>
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</tr>
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</thead>
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<tbody>
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{detectionItems.map((detection) => (
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<tr key={detection.id}>
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<td>{detection.class_name}</td>
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<td>{detection.confidence.toFixed(2)}</td>
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<td>{detection.model_name}</td>
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<td>{detection.source_tile_path || 'n/a'}</td>
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</tr>
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))}
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</tbody>
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</table>
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) : null}
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</div>
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<div>
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<h3>Detection QA</h3>
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<select value={detectionReferenceDatasetId} onChange={(event) => onSelectReferenceDataset(event.target.value)}>
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<option value="">Select reference dataset</option>
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{referenceDatasets.map((dataset) => (
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<option key={dataset.id} value={dataset.id}>
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{dataset.name}
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</option>
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))}
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</select>
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<button type="button" onClick={onRunQa} disabled={runningDetectionQa || !selectedDetectionRunId || !detectionReferenceDatasetId}>
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Compare detections to reference
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</button>
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{detectionQaError ? <p className="error">{detectionQaError}</p> : null}
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{detectionQaResult ? (
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<div>
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<p>Status: {detectionQaResult.status}</p>
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<p>Quality check: {detectionQaResult.quality_check_id}</p>
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<p>Precision: {detectionQaResult.precision?.toFixed(3) ?? 'n/a'}</p>
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<p>Recall: {detectionQaResult.recall?.toFixed(3) ?? 'n/a'}</p>
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<p>F1: {detectionQaResult.f1_score?.toFixed(3) ?? 'n/a'}</p>
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<p>Mean IoU: {detectionQaResult.mean_iou?.toFixed(3) ?? 'n/a'}</p>
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<p>False positives: {detectionQaResult.false_positives}</p>
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<p>False negatives: {detectionQaResult.false_negatives}</p>
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</div>
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) : null}
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</div>
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</section>
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)
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}
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