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<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml,utils>

<div class="card tutorials-card" link=../labs/labs_ecosystem/labs_panel.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://raw.githubusercontent.com/voxel51/fiftyone-labs/main/plugins/labs_panel/assets/open_labs_panel.png"></div>

<div class="tutorials-card-content">

<div class="card-title-container">
    <strong>Labs Panel ⭐ 13</strong>
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<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>panel listing all the available FiftyOne Labs features</p>

<p class="tags">Labs,ml,utils</p>

</div>

</div>

</div>

</div>

<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml,video>

<div class="card tutorials-card" link=../labs/labs_ecosystem/video_apply_model.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://raw.githubusercontent.com/voxel51/fiftyone-labs/main/plugins/video_apply_model/assets/operators_list_screenshot.png"></div>

<div class="tutorials-card-content">

<div class="card-title-container">
    <strong>Video Apply Model ⭐ 13</strong>
</div>

<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>image model to video dataset using torch dataloader</p>

<p class="tags">Labs,ml,video</p>

</div>

</div>

</div>

</div>

<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml,classification>

<div class="card tutorials-card" link=../labs/labs_ecosystem/few_shot_learning.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://cdn.voxel51.com/torchvision-predictions.webp"></div>

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<div class="card-title-container">
    <strong>Few Shot Learning ⭐ 13</strong>
</div>

<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>few-shot learning with multiple model types</p>

<p class="tags">Labs,ml,classification</p>

</div>

</div>

</div>

</div>

<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml,video,segmentation>

<div class="card tutorials-card" link=../labs/labs_ecosystem/label_propagation.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://raw.githubusercontent.com/voxel51/fiftyone-labs/main/plugins/label_propagation/assets/propagation.png"></div>

<div class="tutorials-card-content">

<div class="card-title-container">
    <strong>Label Propagation ⭐ 13</strong>
</div>

<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>Labels across frames of a video</p>

<p class="tags">Labs,ml,video,segmentation</p>

</div>

</div>

</div>

</div>

<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml,detection>

<div class="card tutorials-card" link=../labs/labs_ecosystem/box_combine.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://cdn.voxel51.com/mistake-missing.webp"></div>

<div class="tutorials-card-content">

<div class="card-title-container">
    <strong>Box Combine ⭐ 13</strong>
</div>

<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>Boxes Fusion for detections</p>

<p class="tags">Labs,ml,detection</p>

</div>

</div>

</div>

</div>

<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml,segmentation>

<div class="card tutorials-card" link=../labs/labs_ecosystem/click_segmentation.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://raw.githubusercontent.com/voxel51/fiftyone-labs/main/plugins/click_segmentation/assets/open_panel.png"></div>

<div class="tutorials-card-content">

<div class="card-title-container">
    <strong>Click Segmentation ⭐ 13</strong>
</div>

<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>image segmentation via prompts</p>

<p class="tags">Labs,ml,segmentation</p>

</div>

</div>

</div>

</div>

<div class="col-md-6 tutorials-card-container" data-tags=Labs,ml>

<div class="card tutorials-card" link=../labs/labs_ecosystem/zero_shot_coreset_selection.html>

<div class="card-body">

<div class="tutorials-image"><img src="https://raw.githubusercontent.com/voxel51/zero-shot-coreset-selection/main/assets/operators_screenshot.png"></div>

<div class="tutorials-card-content">

<div class="card-title-container">
    <strong>Zero-shot-coreset-selection ⭐ 3</strong>
</div>

<p class="card-summary"><span class="card-subtitle text-muted" style="background-color: #ff6b35; color: white !important; padding: 2px 6px; border-radius: 4px; font-size: 0.8em; font-weight: 500;">by 51labs</span><br/>coreset selection (ZCore) for unlabeled image data</p>

<p class="tags">Labs,ml</p>

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