Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Adding notebooks to resolve issues #254 and #259 #264

Open
wants to merge 10 commits into
base: main
Choose a base branch
from
4 changes: 3 additions & 1 deletion README.md
Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,7 @@ 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 (32 notebooks)
## 🚀 model tutorials (34 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)|
Expand Down Expand Up @@ -105,6 +105,8 @@ Curious to learn more about GPT-4 Vision? [Check out our GPT-4V experiments 🧪
| [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) |
| [Image classification using DeiT](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-DeiT-image-classifier-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-DeiT-image-classifier-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-DeiT-image-classifier-on-custom-data.ipynb) | | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/facebookresearch/deit?tab=readme-ov-file) [![arXiv](https://img.shields.io/badge/arXiv-2012.12877-b31b1b.svg)](https://arxiv.org/abs/2012.12877)|
| [Image generation using DCGAN](https://github.com/roboflow-ai/notebooks/blob/main/notebooks/train-dcgan-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-dcgan-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-dcgan-on-custom-data.ipynb) | | [![GitHub](https://badges.aleen42.com/src/github.svg)](https://github.com/pytorch/tutorials/blob/main/beginner_source/dcgan_faces_tutorial.py) [![arXiv](https://img.shields.io/badge/arXiv-1511.06434-b31b1b.svg)](https://arxiv.org/abs/1511.06434)|
## 📸 computer vision skills (18 notebooks)
| **notebook** | **open in colab / kaggle / sagemaker studio lab** | **complementary materials** | **repository / paper** |
|:------------:|:-------------------------------------------------:|:---------------------------:|:----------------------:|
Expand Down
2 changes: 2 additions & 0 deletions automation/notebooks-table-data.csv
Original file line number Diff line number Diff line change
Expand Up @@ -49,3 +49,5 @@ Create Segmentation Masks with Roboflow, how-to-generate-segmentation-mask-with-
How to Use PolygonZone and Roboflow Supervision, how-to-use-polygonzone-annotate-and-supervision.ipynb, https://blog.roboflow.com/polygonzone/, , , , False, skills
Train a Package Detector With Two Labeled Images, train-package-detector-two-labeled-images.ipynb, https://blog.roboflow.com/package-detector/, , https://github.com/autodistill/autodistill-seggpt, , False, skills
Image-to-Image Search with CLIP and faiss, image-to-image-search-clip-faiss.ipynb, https://blog.roboflow.com/clip-image-search-faiss/, , , , False, skills
Image classification using DeiT, train-DeiT-image-classifier-on-custom-data.ipynb, , ,https://github.com/facebookresearch/deit?tab=readme-ov-file, 2012.12877, False, models
Image generation using DCGAN, train-dcgan-on-custom-data.ipynb, , ,https://github.com/pytorch/tutorials/blob/main/beginner_source/dcgan_faces_tutorial.py, 1511.06434, False, models
Loading