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Add settings for inference and polygonization #221

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914a972
Simplify handling numerical updates
m-mohr Dec 5, 2025
e00a47a
Add settings for inference and polygonization #183 #210
m-mohr Dec 5, 2025
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265 changes: 230 additions & 35 deletions src/components/ProcessingPanel.vue
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Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ const { showError, showSuccess } = useNotifier()
const { hasMore, isLoading, searchResults, searchStatus, handleSearchResults } = useSearch()
const { activeTileId, currentBBox, currentBBoxValid, secondActiveTileId, currentMgrsTileId } =
useAreaOfInterest()
const { settings, availableModels, modelIsSingleShot } = useSettings()
const { processingSettings, settings, availableModels, modelIsSingleShot } = useSettings()
const { isBatchProcessing } = useProcessingMode()
const { placeSearch, isLoadingPlaces, suggestedPlaces, handleLocationSelected } = useGeocoding()
const { processBatch, processSmallArea, isProcessing } = useBatchProcessing()
Expand Down Expand Up @@ -89,6 +89,25 @@ const isSelectingScenes = computed(
() => sceneSelectionStatus.value === null && settings.value.autoSceneSelection,
)

const patchSizes = [32, 64, 128, 256, 512, 1024, 2048, 4096]
const patchSizeEnabled = ref(true)
watch(patchSizeEnabled, (newValue) => {
if (newValue) {
processingSettings.value.inference_patch_size = null
} else {
processingSettings.value.inference_patch_size = 256
}
})

const paddingEnabled = ref(true)
watch(paddingEnabled, (newValue) => {
if (newValue) {
processingSettings.value.inference_padding = null
} else {
processingSettings.value.inference_padding = 64
}
})

let abortController: AbortController | null = null
watch(
[currentBBox, settings],
Expand Down Expand Up @@ -341,24 +360,6 @@ const loadMore = async () => {
}
}

const updateCloudCoverInput = () => {
// Ensure the value is a number and not below 1
const value = Number(settings.value.cloudCover)
settings.value.cloudCover = Math.max(1, value)
}

const updateAreaCoverageInput = () => {
// Ensure the value is a number and not below 1
const value = Number(settings.value.areaCoverage)
settings.value.areaCoverage = Math.max(1, value)
}

const updateBufferInput = () => {
// Ensure the value is a number and not below 1
const value = Number(settings.value.buffer)
settings.value.buffer = Math.max(1, value)
}

// Handle tile selection from search modal
const handleTileSelected = (tileName: string) => {
// Find the tile feature on the map and trigger the tile selection
Expand Down Expand Up @@ -694,7 +695,6 @@ const getStatus = (condition: any, warn: boolean = false) => {
:items="months"
label=" Start Month"
variant="outlined"
density="compact"
hide-details
:disabled="settings.autoSceneSelection"
item-value="value"
Expand All @@ -707,7 +707,6 @@ const getStatus = (condition: any, warn: boolean = false) => {
:items="months"
label="End Month"
variant="outlined"
density="compact"
hide-details
:disabled="settings.autoSceneSelection"
item-value="value"
Expand Down Expand Up @@ -768,12 +767,11 @@ const getStatus = (condition: any, warn: boolean = false) => {
<!-- Cloud Coverage -->
<v-row>
<v-col cols="6">
<v-label class="text-subtitle-2">Cloud Cover (%)</v-label>
<v-label>Cloud Cover (%)</v-label>
</v-col>
<v-col cols="6" class="d-flex justify-end">
<v-number-input
v-model="settings.cloudCover"
@update:model-value="updateCloudCoverInput"
v-model.number="settings.cloudCover"
:min="1"
:max="100"
:step="1"
Expand All @@ -789,15 +787,14 @@ const getStatus = (condition: any, warn: boolean = false) => {
<v-row>
<v-col>
<v-slider
v-model="settings.cloudCover"
v-model.number="settings.cloudCover"
:min="1"
:max="100"
:step="1"
color="teal"
track-color="grey-darken-2"
thumb-color="teal"
hide-details
@update:model-value="updateCloudCoverInput"
/>
</v-col>
</v-row>
Expand All @@ -812,7 +809,7 @@ const getStatus = (condition: any, warn: boolean = false) => {
<!-- Area Coverage -->
<v-row>
<v-col cols="6">
<v-label class="text-subtitle-2">
<v-label>
<template v-if="settings.autoSceneSelection">Search Buffer (days)</template>
<template v-else>Area Coverage (%)</template>
</v-label>
Expand All @@ -821,8 +818,7 @@ const getStatus = (condition: any, warn: boolean = false) => {
<v-col cols="6" class="d-flex justify-end">
<v-number-input
v-if="settings.autoSceneSelection"
v-model="settings.buffer"
@update:model-value="updateBufferInput"
v-model.number="settings.buffer"
:min="1"
:max="60"
:step="1"
Expand All @@ -835,8 +831,7 @@ const getStatus = (condition: any, warn: boolean = false) => {
></v-number-input>
<v-number-input
v-else
v-model="settings.areaCoverage"
@update:model-value="updateAreaCoverageInput"
v-model.number="settings.areaCoverage"
:min="1"
:max="100"
:step="1"
Expand All @@ -853,8 +848,7 @@ const getStatus = (condition: any, warn: boolean = false) => {
<v-col>
<v-slider
v-if="settings.autoSceneSelection"
v-model="settings.buffer"
@update:model-value="updateBufferInput"
v-model.number="settings.buffer"
:min="1"
:max="60"
:step="1"
Expand All @@ -865,8 +859,7 @@ const getStatus = (condition: any, warn: boolean = false) => {
/>
<v-slider
v-else
v-model="settings.areaCoverage"
@update:model-value="updateAreaCoverageInput"
v-model.number="settings.areaCoverage"
:min="1"
:max="100"
:step="1"
Expand Down Expand Up @@ -1076,6 +1069,208 @@ const getStatus = (condition: any, warn: boolean = false) => {
</v-btn>
</div>
</v-expansion-panel>
<!-- Inference -->
<v-expansion-panel v-if="settings.expertMode && currentMgrsTileId" value="inference">
<v-expansion-panel-title>
<span class="header-text">
<v-badge v-bind="getStatus(true)"></v-badge>
Inference Settings
</span>
</v-expansion-panel-title>
<v-expansion-panel-text>
<!-- resize_factor -->
<v-row>
<v-col cols="7">
<v-label>Resize factor</v-label>
</v-col>
<v-col cols="5" class="d-flex justify-end">
<v-number-input
v-model.number="processingSettings.inference_resize_factor"
:min="1"
:max="5"
:step="1"
:precision="0"
density="compact"
variant="outlined"
control-variant="stacked"
hide-details
class="coverage-input"
></v-number-input>
</v-col>
</v-row>
<v-row>
<v-col>
<v-slider
v-model.number="processingSettings.inference_resize_factor"
:min="1"
:max="5"
:step="1"
color="teal"
track-color="grey-darken-2"
thumb-color="teal"
hide-details
/>
</v-col>
</v-row>
<!-- patch_size -->
<v-row>
<v-col>
<v-checkbox v-model="patchSizeEnabled" density="compact" hide-details
><template v-slot:label>Automatic patch size</template>
</v-checkbox>
</v-col>
</v-row>
<v-row v-if="!patchSizeEnabled">
<v-col>
<v-select
v-model.number="processingSettings.inference_patch_size"
label="Patch Size (must be a power of 2)"
:items="patchSizes"
variant="outlined"
hide-details
></v-select>
</v-col>
</v-row>
<!-- padding -->
<template v-if="!modelTitle?.includes('DelineateAnything')">
<v-row>
<v-col :cols="paddingEnabled ? 12 : 7">
<v-checkbox v-model="paddingEnabled" density="compact" hide-details
><template v-slot:label>Automatic padding</template>
</v-checkbox>
</v-col>
<v-col
v-if="processingSettings.inference_padding !== null"
cols="5"
class="d-flex justify-end"
>
<v-number-input
v-model.number="processingSettings.inference_padding"
:min="0"
:max="1024"
:step="1"
:precision="0"
density="compact"
variant="outlined"
control-variant="stacked"
hide-details
class="coverage-input"
></v-number-input>
</v-col>
</v-row>
<v-row v-if="processingSettings.inference_padding !== null">
<v-col>
<v-slider
v-model.number="processingSettings.inference_padding"
:min="0"
:max="1024"
:step="1"
color="teal"
track-color="grey-darken-2"
thumb-color="teal"
hide-details
/>
</v-col>
</v-row>
</template>
</v-expansion-panel-text>
</v-expansion-panel>
<!-- Polygonization -->
<v-expansion-panel
v-if="
settings.expertMode && currentMgrsTileId && !modelTitle?.includes('DelineateAnything')
"
value="polygonization"
>
<v-expansion-panel-title>
<span class="header-text">
<v-badge v-bind="getStatus(true)"></v-badge>
Polygonization Settings
</span>
</v-expansion-panel-title>
<v-expansion-panel-text>
<!-- close_interiors -->
<v-row>
<v-col>
<v-checkbox
v-model="processingSettings.polygons_close_interiors"
density="compact"
hide-details
>
<template v-slot:label>Remove interior holes in the polygons</template>
</v-checkbox>
</v-col>
</v-row>
<!-- min_size -->
<v-row>
<v-col cols="7">
<v-label>Min. field size in m²</v-label>
</v-col>
<v-col cols="5" class="d-flex justify-end">
<v-number-input
v-model.number="processingSettings.polygons_min_size"
:min="100"
:max="10000"
:step="10"
:precision="0"
density="compact"
variant="outlined"
control-variant="stacked"
hide-details
class="coverage-input"
></v-number-input>
</v-col>
</v-row>
<v-row>
<v-col>
<v-slider
v-model.number="processingSettings.polygons_min_size"
:min="100"
:max="10000"
:step="10"
color="teal"
track-color="grey-darken-2"
thumb-color="teal"
hide-details
/>
</v-col>
</v-row>
<!-- simplify -->
<v-row>
<v-col cols="7">
<v-label>Simplification factor in meters</v-label>
</v-col>
<v-col cols="5" class="d-flex justify-end">
<v-number-input
v-model.number="processingSettings.polygons_simplify"
:min="5"
:max="100"
:step="1"
:precision="0"
density="compact"
variant="outlined"
control-variant="stacked"
hide-details
class="coverage-input"
></v-number-input>
</v-col>
</v-row>
<v-row>
<v-col>
<v-slider
v-model.number="processingSettings.polygons_simplify"
:min="5"
:max="100"
:step="1"
color="teal"
track-color="grey-darken-2"
thumb-color="teal"
hide-details
/>
</v-col>
</v-row>
</v-expansion-panel-text>
</v-expansion-panel>
</v-expansion-panels>
</div>

Expand Down
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