> ## Documentation Index
> Fetch the complete documentation index at: https://docs.labellerr.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Model Notebooks

## Vision-Language Models

<CardGroup cols={3}>
  <Card title="BLIP" icon="image" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/BLIP/blip.ipynb" />

  <Card title="KOSMOS-2" icon="language" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/KOSMOS-2/kosmos_2.ipynb" />

  <Card title="Vision Agent using Segment Anything" icon="wand-magic-sparkles" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/Vision%20Agent/Vision_Agent_using_Segment_Anything.ipynb" />
</CardGroup>

***

## Tracking Algorithms

<CardGroup cols={3}>
  <Card title="ByteTrack" icon="location-arrow" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/ByteTrack/bytetrack.ipynb" />

  <Card title="DeepSORT" icon="route" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/DeepSORT/deepsort.ipynb" />

  <Card title="OC-SORT" icon="timeline" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/OC-SORT/ocsort.ipynb" />
</CardGroup>

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## Segmentation

<CardGroup cols={2}>
  <Card title="SAM2" icon="scissors" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/SAM2/SAM2_inference_notebook.ipynb" />

  <Card title="Mask2Former" icon="layer-group" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/Model%20Notebooks/Mask2Former/Mask2Former_experiment_notebook.ipynb" />
</CardGroup>

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## Model Comparisons

<CardGroup cols={2}>
  <Card title="YOLO Model Comparison" icon="chart-bar" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/fine-tune%20YOLO%20for%20various%20use%20cases/YOLO_Model_Comparison.ipynb" />

  <Card title="YOLO vs RT-DETR" icon="code-compare" href="https://colab.research.google.com/github/Labellerr/Hands-On-Learning-in-Computer-Vision/blob/main/fine-tune%20YOLO%20for%20various%20use%20cases/yolo_vs_rt-detr.ipynb" />
</CardGroup>