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Update DINO location in Notebooks table
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10 changes: 6 additions & 4 deletions README.md
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## 👋 hello

Over the years we have created dozens of Computer Vision tutorials. This repository contains examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
Over the years we have created dozens of Computer Vision tutorials. This repository contains examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO, SAM, and GPT-4 Vision.

Curious to learn more about GPT-4 Vision? [Check out our GPT-4V experiments 🧪 repository](https://github.com/roboflow/awesome-openai-vision-api-experiments).

<!--- AUTOGENERATED-NOTEBOOKS-TABLE -->
<!---
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 (29 notebooks)
## 🚀 model tutorials (28 notebooks)
| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
| [DINO-GPT-4V Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/dino-gpt4v-autodistill.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/dino-gpt4v-autodistill.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/dino-gpt4v-autodistill.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/dino-gpt-4v/) | |
| [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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| [OpenAI Clip Classification](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-use-openai-clip-classification.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-use-openai-clip-classification.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-use-openai-clip-classification.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/how-to-use-openai-clip) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=8o701AEoZ8I) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/openai/CLIP) [![arXiv](https://img.shields.io/badge/arXiv-2103.00020-b31b1b.svg)](https://arxiv.org/abs/2103.00020)|
| [YOLOv4-tiny Darknet Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-yolov4-tiny-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-yolov4-tiny-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-yolov4-tiny-object-detection-on-custom-data.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.ai/train-yolov4-tiny-on-custom-data-lighting-fast-detection) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://www.youtube.com/watch?v=NTnZgLsk_DA) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/roboflow-ai/darknet) [![arXiv](https://img.shields.io/badge/arXiv-2011.04244-b31b1b.svg)](https://arxiv.org/abs/2011.04244)|
| [Train a YOLOv8 Classification Model with No Labeling](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-train-yolov8-classification-no-labeling.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-train-yolov8-classification-no-labeling.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-train-yolov8-classification-no-labeling.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-train-yolov8-classification-no-labeling.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/train-classification-model-no-labeling/) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/ultralytics/ultralytics) |
## 📸 computer vision skills (15 notebooks)
## 📸 computer vision skills (16 notebooks)
| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
| [DINO-GPT-4V Object Detection](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/dino-gpt4v-autodistill.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/dino-gpt4v-autodistill.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/dino-gpt4v-autodistill.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/dino-gpt-4v/) | |
| [Auto Train YOLOv8 Model with Autodistill](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/how-to-auto-train-yolov8-model-with-autodistill.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-auto-train-yolov8-model-with-autodistill.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-auto-train-yolov8-model-with-autodistill.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-auto-train-yolov8-model-with-autodistill.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/autodistill) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/gKTYMfwPo4M) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/autodistill/autodistill) |
| [Train a Segmentation Model with No Labeling](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-segmentation-model-with-no-labeling.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-segmentation-model-with-no-labeling.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-segmentation-model-with-no-labeling.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-segmentation-model-with-no-labeling.ipynb) | [![Roboflow](https://raw.githubusercontent.com/roboflow-ai/notebooks/main/assets/badges/roboflow-blogpost.svg)](https://blog.roboflow.com/train-a-segmentation-model-no-labeling/) | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/autodistill/autodistill) |
| [DINOv2 Image Retrieval](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/dinov2-image-retrieval.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/dinov2-image-retrieval.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/dinov2-image-retrieval.ipynb) | | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/facebookresearch/dinov2/) [![arXiv](https://img.shields.io/badge/arXiv-2304.07193-b31b1b.svg)](https://arxiv.org/abs/2304.07193)|
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2 changes: 1 addition & 1 deletion automation/notebooks-table-data.csv
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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
DINO-GPT-4V Object Detection, dino-gpt4v-autodistill.ipynb, https://blog.roboflow.com/dino-gpt-4v/, , , , False, 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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Resnet34 fast.ai Classification, train-resnet34-classification.ipynb, https://blog.roboflow.com/how-to-train-a-custom-resnet34-model, https://www.youtube.com/watch?v=93kXzUOiYY4,, , False, models
OpenAI Clip Classification, how-to-use-openai-clip-classification.ipynb, https://blog.roboflow.com/how-to-use-openai-clip, https://www.youtube.com/watch?v=8o701AEoZ8I, https://github.com/openai/CLIP, 2103.00020, False, models
YOLOv4-tiny Darknet Object Detection, train-yolov4-tiny-object-detection-on-custom-data.ipynb, https://blog.roboflow.ai/train-yolov4-tiny-on-custom-data-lighting-fast-detection, https://www.youtube.com/watch?v=NTnZgLsk_DA, https://github.com/roboflow-ai/darknet, 2011.04244, False, models
DINO-GPT-4V Object Detection, dino-gpt4v-autodistill.ipynb, https://blog.roboflow.com/dino-gpt-4v/, , , , False, skills
Auto Train YOLOv8 Model with Autodistill, how-to-auto-train-yolov8-model-with-autodistill.ipynb, https://blog.roboflow.com/autodistill, https://youtu.be/gKTYMfwPo4M, https://github.com/autodistill/autodistill, , True, skills
Train a Segmentation Model with No Labeling, train-segmentation-model-with-no-labeling.ipynb, https://blog.roboflow.com/train-a-segmentation-model-no-labeling/, , https://github.com/autodistill/autodistill, , True, skills
Train a YOLOv8 Classification Model with No Labeling, how-to-train-yolov8-classification-no-labeling.ipynb, https://blog.roboflow.com/train-classification-model-no-labeling/, , https://github.com/ultralytics/ultralytics, , True, models
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