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Add Image feature extraction on Hub as a task #402

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merged 5 commits into from
Feb 19, 2024
Merged

Add Image feature extraction on Hub as a task #402

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afa314e
added image feature extraction
merveenoyan Dec 7, 2023
48c229d
lint
merveenoyan Dec 7, 2023
e65fa08
Update packages/widgets/src/lib/components/Icons/IconImageFeatureExtr…
merveenoyan Dec 9, 2023
600068a
Merge branch 'main' into add_image_feature_ext
merveenoyan Feb 6, 2024
40b00d0
Merge branch 'main' into add_image_feature_ext
merveenoyan Feb 19, 2024
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5 changes: 5 additions & 0 deletions packages/tasks/src/pipelines.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -651,6 +651,11 @@ export const PIPELINE_DATA = {
modality: "cv",
color: "green",
},
"image-feature-extraction": {
name: "Image Feature Extraction",
modality: "cv",
color: "indigo",
},
other: {
name: "Other",
modality: "other",
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2 changes: 2 additions & 0 deletions packages/tasks/src/tasks/index.ts
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Expand Up @@ -52,6 +52,7 @@ export const TASKS_MODEL_LIBRARIES: Record<PipelineType, ModelLibraryKey[]> = {
"fill-mask": ["transformers", "transformers.js"],
"graph-ml": ["transformers"],
"image-classification": ["keras", "timm", "transformers", "transformers.js"],
"image-feature-extraction": ["timm", "transformers"],
"image-segmentation": ["transformers", "transformers.js"],
"image-text-to-text": ["transformers"],
"image-to-image": ["diffusers", "transformers", "transformers.js"],
Expand Down Expand Up @@ -169,6 +170,7 @@ export const TASKS_DATA: Record<PipelineType, TaskData | undefined> = {
"zero-shot-object-detection": getData("zero-shot-object-detection", zeroShotObjectDetection),
"text-to-3d": getData("text-to-3d", placeholder),
"image-to-3d": getData("image-to-3d", placeholder),
"image-feature-extraction": getData("image-feature-extraction", placeholder),
} as const;

export interface ExampleRepo {
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22 changes: 22 additions & 0 deletions packages/widgets/src/lib/components/Icons/IconImageFeatureExtraction.svelte
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Original file line number Diff line number Diff line change
@@ -0,0 +1,22 @@
<script lang="ts">
export let classNames = "";
</script>

<svg
class={classNames}
xmlns="http://www.w3.org/2000/svg"
xmlns:xlink="http://www.w3.org/1999/xlink"
aria-hidden="true"
fill="currentColor"
focusable="false"
role="img"
width="1em"
height="1em"
preserveAspectRatio="xMidYMid meet"
viewBox="0 0 24 24"
>
<path
fill="currentColor"
d="M5 21q-.825 0-1.412-.587T3 19V5q0-.825.588-1.412T5 3h5v2H5v14h14v-5.35l2 2V19q0 .825-.587 1.413T19 21H5Zm1-4l3-4l2.25 3l3-4L18 17H6Zm15.55-3.6l-3.1-3.1q-.525.35-1.125.525T16.05 11q-1.85 0-3.15-1.312T11.6 6.5q0-1.875 1.313-3.187T16.1 2q1.875 0 3.188 1.313T20.6 6.5q0 .675-.2 1.3t-.5 1.15L22.95 12l-1.4 1.4ZM16.1 9q1.05 0 1.775-.725T18.6 6.5q0-1.05-.725-1.775T16.1 4q-1.05 0-1.775.725T13.6 6.5q0 1.05.725 1.775T16.1 9Z"
/>
</svg>
2 changes: 2 additions & 0 deletions packages/widgets/src/lib/components/PipelineIcon/PipelineIcon.svelte
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Expand Up @@ -41,6 +41,7 @@
import IconMaskGeneration from "../Icons/IconMaskGeneration.svelte";
import IconTextTo3D from "../Icons/IconTextTo3D.svelte";
import IconImageTo3D from "../Icons/IconImageTo3D.svelte";
import IconImageFeatureExtraction from "../Icons/IconImageFeatureExtraction.svelte";
import type { PipelineType } from "@huggingface/tasks";

export let classNames = "";
Expand Down Expand Up @@ -92,6 +93,7 @@
"zero-shot-object-detection": IconZeroShotObjectDetection,
"text-to-3d": IconTextTo3D,
"image-to-3d": IconImageTo3D,
"image-feature-extraction": IconImageFeatureExtraction,
};

$: iconComponent =
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