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…-yolo-world

zero-shot object detection with yolo-world
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SkalskiP authored Feb 22, 2024
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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -70,9 +70,10 @@ 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.
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## 🚀 model tutorials (30 notebooks)
## 🚀 model tutorials (31 notebooks)
| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
| [Zero-Shot Object Detection with YOLO-World](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-yolo-world.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-yolo-world.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-yolo-world.ipynb) [![SageMaker](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/sage-maker.svg)](https://studiolab.sagemaker.aws/import/github/roboflow-ai/notebooks/blob/main/notebooks/zero-shot-object-detection-with-yolo-world.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/what-is-yolo-world/) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=X7gKBGVz4vs) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/AILab-CVC/YOLO-World) [![arXiv](https://img.shields.io/badge/arXiv-2401.17270-b31b1b.svg)](https://arxiv.org/abs/2401.17270)|
| [RTMDet Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-rtmdet-object-detection-on-custom-data.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-rtmdet-object-detection-on-custom-data.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-rtmdet-object-detection-on-custom-data.ipynb) [![SageMaker](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/sage-maker.svg)](https://studiolab.sagemaker.aws/import/github/roboflow-ai/notebooks/blob/main/notebooks/train-rtmdet-object-detection-on-custom-data.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/how-to-train-rtmdet-on-a-custom-dataset) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/5kgWyo6Sg4E) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/open-mmlab/mmdetection) [![arXiv](https://img.shields.io/badge/arXiv-2212.07784-b31b1b.svg)](https://arxiv.org/abs/2212.07784)|
| [Fast Segment Anything Model (FastSAM)](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-anything-with-fast-sam.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-anything-with-fast-sam.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-anything-with-fast-sam.ipynb) [![SageMaker](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/sage-maker.svg)](https://studiolab.sagemaker.aws/import/github/roboflow-ai/notebooks/blob/main/notebooks/how-to-segment-anything-with-fast-sam.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/how-to-use-fastsam) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/yHNPyqazYYU) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/CASIA-IVA-Lab/FastSAM) [![arXiv](https://img.shields.io/badge/arXiv-2306.12156-b31b1b.svg)](https://arxiv.org/abs/2306.12156)|
| [YOLO-NAS Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolo-nas-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-yolo-nas-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-yolo-nas-on-custom-dataset.ipynb) [![SageMaker](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/sage-maker.svg)](https://studiolab.sagemaker.aws/import/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo-nas-on-custom-dataset.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/yolo-nas-how-to-train-on-custom-dataset) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/V-H3eoPUnA8) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md) |
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display_name, notebook_name, roboflow_blogpost_path, youtube_video_path, github_repository_path, arxiv_index, should_open_in_sagemaker_labs, readme_section
Zero-Shot Object Detection with YOLO-World, zero-shot-object-detection-with-yolo-world.ipynb, https://blog.roboflow.com/what-is-yolo-world/, https://www.youtube.com/watch?v=X7gKBGVz4vs, https://github.com/AILab-CVC/YOLO-World, 2401.17270, True, models
RTMDet Object Detection, train-rtmdet-object-detection-on-custom-data.ipynb, https://blog.roboflow.com/how-to-train-rtmdet-on-a-custom-dataset, https://youtu.be/5kgWyo6Sg4E, https://github.com/open-mmlab/mmdetection, 2212.07784, True, models
Fast Segment Anything Model (FastSAM), how-to-segment-anything-with-fast-sam.ipynb, https://blog.roboflow.com/how-to-use-fastsam, https://youtu.be/yHNPyqazYYU, https://github.com/CASIA-IVA-Lab/FastSAM, 2306.12156, True, models
YOLO-NAS Object Detection, train-yolo-nas-on-custom-dataset.ipynb, https://blog.roboflow.com/yolo-nas-how-to-train-on-custom-dataset, https://youtu.be/V-H3eoPUnA8, https://github.com/Deci-AI/super-gradients/blob/master/YOLONAS.md, , True, models
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