feat: ✨ D-FINE Object Detection model inference and training added

README.md

@@ -70,11 +70,12 @@ Curious to learn more about GPT-4 Vision? [Check out our GPT-4V experiments 🧪
    WARNING: DO NOT EDIT THIS TABLE MANUALLY. IT IS AUTOMATICALLY GENERATED.
    HEAD OVER TO CONTRIBUTING.MD FOR MORE DETAILS ON HOW TO MAKE CHANGES PROPERLY.
 -->
-## 🚀 model tutorials (43 notebooks)
+## 🚀 model tutorials (44 notebooks)
 | **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
 |:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
 | [Fine-Tune Segment Anything 2.1 (SAM-2.1)](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/fine-tune-sam-2.1.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/fine-tune-sam-2.1.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/fine-tune-sam-2.1.ipynb)  | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/fine-tune-sam-2-1/)  | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/facebookresearch/sam2) |
 | [Fine-Tune GPT-4o](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/openai-gpt-4o-fine-tuning.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/openai-gpt-4o-fine-tuning.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/openai-gpt-4o-fine-tuning.ipynb)  | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/gpt-4o-object-detection/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=6Q6TieCBA4E) |  |
+| [D-FINE Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-d-fine-object-detection-on-custom-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-d-fine-object-detection-on-custom-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/train-d-fine-object-detection-on-custom-dataset.ipynb)  |   | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/Peterande/D-FINE) [![arXiv](https://img.shields.io/badge/arXiv-2410.13842-b31b1b.svg)](https://arxiv.org/abs/2410.13842)|
 | [YOLO11 Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-object-detection-on-custom-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-object-detection-on-custom-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/train-yolo11-object-detection-on-custom-dataset.ipynb)  | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/yolov11-how-to-train-custom-data/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=jE_s4tVgPHA) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/ultralytics/ultralytics) |
 | [YOLO11 Instance Segmentation](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-instance-segmentation-on-custom-dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo11-instance-segmentation-on-custom-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/train-yolo11-instance-segmentation-on-custom-dataset.ipynb)  |  [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=jE_s4tVgPHA) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/ultralytics/ultralytics) |
 | [Segment Images with SAM2](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-images-with-sam-2.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-segment-images-with-sam-2.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-segment-images-with-sam-2.ipynb)  | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/what-is-segment-anything-2/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/live/Dv003fTyO-Y) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/facebookresearch/segment-anything-2) [![arXiv](https://img.shields.io/badge/arXiv-2408.00714-b31b1b.svg)](https://arxiv.org/abs/2408.00714)|

automation/notebooks-table-data.csv

@@ -1,6 +1,7 @@
 display_name, notebook_name, roboflow_blogpost_path, youtube_video_path, github_repository_path, arxiv_index, should_open_in_sagemaker_labs, readme_section
 Fine-Tune Segment Anything 2.1 (SAM-2.1), fine-tune-sam-2.1.ipynb, https://blog.roboflow.com/fine-tune-sam-2-1/, , https://github.com/facebookresearch/sam2, , False, models
 Fine-Tune GPT-4o, openai-gpt-4o-fine-tuning.ipynb, https://blog.roboflow.com/gpt-4o-object-detection/, https://www.youtube.com/watch?v=6Q6TieCBA4E, , , False, models
+D-FINE Object Detection, train-d-fine-object-detection-on-custom-dataset.ipynb, , , https://github.com/Peterande/D-FINE, 2410.13842, False, models
 YOLO11 Object Detection, train-yolo11-object-detection-on-custom-dataset.ipynb, https://blog.roboflow.com/yolov11-how-to-train-custom-data/, https://www.youtube.com/watch?v=jE_s4tVgPHA, https://github.com/ultralytics/ultralytics, , False, models
 YOLO11 Instance Segmentation, train-yolo11-instance-segmentation-on-custom-dataset.ipynb, , https://www.youtube.com/watch?v=jE_s4tVgPHA, https://github.com/ultralytics/ultralytics, , False, models
 Football AI, football-ai.ipynb, https://blog.roboflow.com/camera-calibration-sports-computer-vision/, https://youtu.be/aBVGKoNZQUw, https://github.com/roboflow/sports, , False, skills