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SkalskiP merged 2 commits into from
Nov 13, 2025
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Add link to RF-DETR paper #395

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add rf-detr-paper
rfjames Nov 13, 2025
80c7f3d
regenerate notebooks table
SkalskiP Nov 13, 2025
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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -71,9 +71,9 @@ This repository offers a growing collection of computer vision tutorials. Learn
## 🚀 model tutorials (52 notebooks)
| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
| [Fine-Tune RF-DETR Segmentation Preview on Custom Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/rf-detr-segmentation-preview) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow/rf-detr) |
| [Fine-Tune RF-DETR Segmentation Preview on Custom Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-segmentation-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/rf-detr-segmentation-preview) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow/rf-detr) [![arXiv](https://img.shields.io/badge/arXiv-2511.09554-b31b1b.svg)](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) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](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) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/gemini-2-5-object-detection-segmentation/) | [![arXiv](https://img.shields.io/badge/arXiv-2507.06261-b31b1b.svg)](https://arxiv.org/abs/2507.06261)|
| [Fine-Tune RF-DETR on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-detection-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-detection-dataset.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-detection-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/rf-detr) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/live/yHW0ip-2i54) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow/rf-detr) |
| [Fine-Tune RF-DETR on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-detection-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-detection-dataset.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-finetune-rf-detr-on-detection-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/rf-detr) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/live/yHW0ip-2i54) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow/rf-detr) [![arXiv](https://img.shields.io/badge/arXiv-2511.09554-b31b1b.svg)](https://arxiv.org/abs/2511.09554)|
| [Zero-Shot Object Detection and Segmentation with YOLOE](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-and-segmentation-with-yoloe.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/yoloe-zero-shot-object-detection-segmentation/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=eHAnIehnCt4) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/THU-MIG/yoloe) [![arXiv](https://img.shields.io/badge/arXiv-2503.07465-b31b1b.svg)](https://arxiv.org/abs/2503.07465)|
| [Fine-Tune YOLOv12 on Object Detection Dataset](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolov12-object-detection-model.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolov12-object-detection-model.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolov12-object-detection-model.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/train-yolov12-model) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/sunsmarterjie/yolov12) [![arXiv](https://img.shields.io/badge/arXiv-2502.12524-b31b1b.svg)](https://arxiv.org/abs/2502.12524)|
| [Zero-Shot Object Detection with Qwen2.5-VL](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-qwen2-5-vl.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-qwen2-5-vl.ipynb) [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-qwen2-5-vl.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/qwen2-5-vl-zero-shot-object-detection/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=xEfh0IR8Fvo) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/QwenLM/Qwen2.5-VL) [![arXiv](https://img.shields.io/badge/arXiv-2502.13923-b31b1b.svg)](https://arxiv.org/abs/2502.13923)|
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4 changes: 2 additions & 2 deletions automation/notebooks-table-data.csv
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@@ -1,12 +1,12 @@
display_name, notebook_name, roboflow_blogpost_path, youtube_video_path, github_repository_path, arxiv_index, should_open_in_sagemaker_labs, readme_section
Fine-Tune RF-DETR Segmentation Preview on Custom Dataset, how-to-finetune-rf-detr-on-segmentation-dataset.ipynb, https://blog.roboflow.com/rf-detr-segmentation-preview, , https://github.com/roboflow/rf-detr, , False, models
Fine-Tune RF-DETR Segmentation Preview on Custom Dataset, how-to-finetune-rf-detr-on-segmentation-dataset.ipynb, https://blog.roboflow.com/rf-detr-segmentation-preview, , https://github.com/roboflow/rf-detr, 2511.09554, False, models
Basketball AI: Make or Miss - Jumpshot Detection, basketball-ai-make-or-miss-jumpshot-detection.ipynb, , , , , False, skills
Basketball AI: Detect NBA 3 Second Violation, basketball-ai-automatic-detection-of-3-second-violations.ipynb, https://blog.roboflow.com/detect-3-second-violation-ai-basketball, , , , False, skills
Basketball AI: How to Detect Track and Identify Basketball Players, basketball-ai-how-to-detect-track-and-identify-basketball-players.ipynb, https://blog.roboflow.com/identify-basketball-players, , , , False, skills
Zero-Shot Object Detection and Segmentation with Google Gemini 2.5, zero-shot-object-detection-and-segmentation-with-google-gamini-2-5.ipynb, https://blog.roboflow.com/gemini-2-5-object-detection-segmentation/, , ,2507.06261, False, models
How to Track Objects with SORT Tracker, how-to-track-objects-with-sort-tracker.ipynb, , , https://github.com/roboflow/trackers, 1602.00763, False, trackers
How to Track Objects with DeepSORT Tracker, how-to-track-objects-with-deepsort-tracker.ipynb, , , https://github.com/roboflow/trackers, 1703.07402, False, trackers
Fine-Tune RF-DETR on Object Detection Dataset, how-to-finetune-rf-detr-on-detection-dataset.ipynb, https://blog.roboflow.com/rf-detr, https://www.youtube.com/live/yHW0ip-2i54, https://github.com/roboflow/rf-detr, , False, models
Fine-Tune RF-DETR on Object Detection Dataset, how-to-finetune-rf-detr-on-detection-dataset.ipynb, https://blog.roboflow.com/rf-detr, https://www.youtube.com/live/yHW0ip-2i54, https://github.com/roboflow/rf-detr, 2511.09554, False, models
Zero-Shot Object Detection and Segmentation with YOLOE, zero-shot-object-detection-and-segmentation-with-yoloe.ipynb, https://blog.roboflow.com/yoloe-zero-shot-object-detection-segmentation/, https://www.youtube.com/watch?v=eHAnIehnCt4, https://github.com/THU-MIG/yoloe, 2503.07465, False, models
Fine-Tune YOLOv12 on Object Detection Dataset, train-yolov12-object-detection-model.ipynb, https://blog.roboflow.com/train-yolov12-model, , https://github.com/sunsmarterjie/yolov12, 2502.12524, False, models
Zero-Shot Object Detection with Qwen2.5-VL, zero-shot-object-detection-with-qwen2-5-vl.ipynb, https://blog.roboflow.com/qwen2-5-vl-zero-shot-object-detection/, https://www.youtube.com/watch?v=xEfh0IR8Fvo, https://github.com/QwenLM/Qwen2.5-VL, 2502.13923, False, models
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