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|[How to Track Objects with RF-DETR and ByteTrack Tracker](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)||[](https://github.com/roboflow/trackers)[](https://arxiv.org/abs/2110.06864)|
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|[Fine-Tune YOLO26 on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-object-detection-on-custom-dataset.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-object-detection-on-custom-dataset.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-object-detection-on-custom-dataset.ipynb)|[](https://blog.roboflow.com/how-to-train-yolo26-custom-data/)|[](https://github.com/ultralytics/ultralytics)|
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|[Fine-Tune YOLO26 on Instance Segmentation Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-instance-segmentation-on-custom-dataset.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-instance-segmentation-on-custom-dataset.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-instance-segmentation-on-custom-dataset.ipynb)|[](https://blog.roboflow.com/train-yolo26-instance-segmentation-custom-data/)|[](https://github.com/ultralytics/ultralytics)|
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|[How to Track Objects with RF-DETR and ByteTrack Tracker](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)|[](https://www.youtube.com/watch?v=u0k2dTZ0vfs)|[](https://github.com/roboflow/trackers)[](https://arxiv.org/abs/2110.06864)|
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|[Fine-Tune YOLO26 on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-object-detection-on-custom-dataset.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-object-detection-on-custom-dataset.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-object-detection-on-custom-dataset.ipynb)|[](https://blog.roboflow.com/how-to-train-yolo26-custom-data/)[](https://www.youtube.com/watch?v=sczVknSvzh4a)|[](https://github.com/ultralytics/ultralytics)|
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|[Fine-Tune YOLO26 on Instance Segmentation Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-instance-segmentation-on-custom-dataset.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-instance-segmentation-on-custom-dataset.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo26-instance-segmentation-on-custom-dataset.ipynb)|[](https://blog.roboflow.com/train-yolo26-instance-segmentation-custom-data/)[](https://www.youtube.com/watch?v=sczVknSvzh4a)|[](https://github.com/ultralytics/ultralytics)|
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| Segment Images with SAM3 |[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-images-with-segment-anything-3.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-images-with-segment-anything-3.ipynb)|[](https://blog.roboflow.com/sam3/)[](https://www.youtube.com/watch?v=G1AEuFwQrWU)|[](https://github.com/facebookresearch/sam3)[](https://arxiv.org/abs/2511.16719)|
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| Segment Videos with SAM3 |[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-videos-with-segment-anything-3.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-videos-with-segment-anything-3.ipynb)|[](https://blog.roboflow.com/sam3/)[](https://www.youtube.com/watch?v=G1AEuFwQrWU)|[](https://github.com/facebookresearch/sam3)[](https://arxiv.org/abs/2511.16719)|
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|[Open Vocabulary Object Detection with Qwen3-VL](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/open-vocabulary-object-detection-with-qwen3-vl.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/open-vocabulary-object-detection-with-qwen3-vl.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/open-vocabulary-object-detection-with-qwen3-vl.ipynb)||[](https://github.com/QwenLM/Qwen3-VL)|
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|[Fine-Tune RF-DETR Segmentation on Custom Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb)|[](https://blog.roboflow.com/rf-detr-segmentation)|[](https://github.com/roboflow/rf-detr)[](https://arxiv.org/abs/2511.09554)|
|[Zero-Shot Object Detection and Segmentation with Google Gemini 2.5](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb)|[](https://blog.roboflow.com/gemini-2-5-object-detection-segmentation/)|[](https://arxiv.org/abs/2507.06261)|
|[How to Track Objects with RF-DETR and ByteTrack Tracker](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)||[](https://github.com/roboflow/trackers)[](https://arxiv.org/abs/2110.06864)|
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|[How to Track Objects with RF-DETR and SORT Tracker](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb)||[](https://github.com/roboflow/trackers)[](https://arxiv.org/abs/1602.00763)|
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|[How to Track Objects with RF-DETR and ByteTrack Tracker](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-bytetrack-tracker.ipynb)|[](https://www.youtube.com/watch?v=u0k2dTZ0vfs)|[](https://github.com/roboflow/trackers)[](https://arxiv.org/abs/2110.06864)|
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|[How to Track Objects with RF-DETR and SORT Tracker](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb)|[](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb)[](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-track-objects-with-sort-tracker.ipynb)|[](https://www.youtube.com/watch?v=u0k2dTZ0vfs)|[](https://github.com/roboflow/trackers)[](https://arxiv.org/abs/1602.00763)|
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## 🛠️ computer vision skills (23 notebooks)
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|**notebook**|**open in colab / kaggle / sagemaker studio lab**|**complementary materials**|**repository / paper**|
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