{"id":22771589,"url":"https://github.com/pyresearch/notebooks","last_synced_at":"2025-06-15T08:37:41.908Z","repository":{"id":253985401,"uuid":"844165465","full_name":"pyresearch/notebooks","owner":"pyresearch","description":null,"archived":false,"fork":false,"pushed_at":"2025-03-22T22:25:56.000Z","size":26183,"stargazers_count":21,"open_issues_count":1,"forks_count":10,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-22T23:24:46.727Z","etag":null,"topics":["ai","automation","colab-notebook","computer","goolge","pyresearch","python","vision"],"latest_commit_sha":null,"homepage":"https://pyresearch.org/","language":"Jupyter 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Notebook","readme":"\u003cdiv align=\"center\"\u003e\n  \u003cp\u003e\n    \u003ca align=\"center\" href=\"https://github.com/pyresearch/notebooks\" target=\"_blank\"\u003e\n      \u003cimg\n        width=\"850\"\n        src=\"https://github.com/user-attachments/assets/b4fcf097-11d5-400c-bd32-69a05c80768f\"\n      \u003e\n    \u003c/a\u003e\n  \u003c/p\u003e\n  \u003cbr\u003e\n\u003c/div\u003e\n\n\n## Installation\nYou can  simply use pip to install the latest version of pyresearch.\n\n## \u003cdiv align=\"center\"\u003e`pip install pyresearch`\u003c/div\u003e\n\n\n\n\u003cdiv align=\"center\"\u003e\n    \u003ca href=\"https://github.com/pyresearch/pyresearch\" style=\"text-decoration:none;\"\u003e\n      \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226594737-c21e2dda-9cc6-42ef-b4e7-a685fea4a21d.png\" width=\"2%\" alt=\"\" /\u003e\u003c/a\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png\" width=\"2%\" alt=\"\" /\u003e\n      \u003ca href=\"https://www.linkedin.com/company/pyresearch/\" style=\"text-decoration:none;\"\u003e\n      \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226596446-746ffdd0-a47e-4452-84e3-bf11ec2aa26a.png\" width=\"2%\" alt=\"\" /\u003e\u003c/a\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png\" width=\"2%\" alt=\"\" /\u003e\n    \u003ca href=\"https://twitter.com/Noorkhokhar10\" style=\"text-decoration:none;\"\u003e\n      \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226599162-9b11194e-4998-440a-ba94-c8a5e1cdc676.png\" width=\"2%\" alt=\"\" /\u003e\u003c/a\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png\" width=\"2%\" alt=\"\" /\u003e    \n    \u003ca href=\"https://www.youtube.com/@Pyresearch\" style=\"text-decoration:none;\"\u003e\n      \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226599904-7d5cc5c0-89d2-4d1e-891e-19bee1951744.png\" width=\"2%\" alt=\"\" /\u003e\u003c/a\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png\" width=\"2%\" alt=\"\" /\u003e\n    \u003ca href=\"https://www.facebook.com/Pyresearch\" style=\"text-decoration:none;\"\u003e\n      \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226600380-a87a9142-e8e0-4ec9-bf2c-dd6e9da2f05a.png\" width=\"2%\" alt=\"\" /\u003e\u003c/a\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226595799-160b0da3-c9e0-4562-8544-5f20460f7cc9.png\" width=\"2%\" alt=\"\" /\u003e\n    \u003ca href=\"https://www.instagram.com/pyresearch/\" style=\"text-decoration:none;\"\u003e  \n      \u003cimg src=\"https://user-images.githubusercontent.com/34125851/226601355-ffe0b597-9840-4e10-bbef-43d6c74b5a9e.png\" width=\"2%\" alt=\"\" /\u003e\u003c/a\u003e      \n  \u003c/div\u003e\n\n\n\n\u003chr\u003e\n\n\n\n--- AUTOGENERATED-NOTEBOOKS-TABLE --\u003e\n\u003c!---\n   WARNING: DO NOT EDIT THIS TABLE MANUALLY. IT IS AUTOMATICALLY GENERATED.\n   HEAD OVER TO CONTRIBUTING.MD FOR MORE DETAILS ON HOW TO MAKE CHANGES PROPERLY.\n--\u003e\n\n\nHere's the updated table with the YouTube link added for each notebook:\n\n## 🚀 Model Tutorials (Notebooks)\n\n| **Notebook** | Open in Colab  | **YouTube Video** |\n|:------------:|:-------------------------------------------------:|:----------------------:|\n| [Train-RF-DETR-object-detection-model](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/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/pyresearch/notebooks/blob/main/notebook/how_to_finetune_rf_detr_on_detection_dataset.ipynb) | [Watch Video](https://www.youtube.com/watch?v=dO8k5rgXG0M\u0026t=7s) |\n| [Train-yolov12-object-detection-model](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_yolov12_object_detection.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_yolov12_object_detection.ipynb) | [Watch Video](https://www.youtube.com/watch?v=dO8k5rgXG0M\u0026t=7s) |\n| [Yolo11_Pose Estimation_custom_dataset](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/Yolo11_Pose%20Estimation_custom_dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/Yolo11_Pose%20Estimation_custom_dataset.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [YOLO11 custom Instance_segmentation Detection](https://github.com/pyresearch/notebooks/blob/main/notebook/train_yolo11_instance_segmentation_on_custom_dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_yolo11_instance_segmentation_on_custom_dataset.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [YOLO11 Object Detection](https://github.com/pyresearch/notebooks/blob/main/notebook/yolo11_object_detection_custom_dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/yolo11_object_detection_custom_dataset.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [Use Grounded SAM 2 to Auto Label Images](https://github.com/pyresearch/notebooks/blob/main/notebook/How%20to%20grounded-sam-2-auto-label.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/grounded_sam_2_auto_label.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [Employee Monitoring](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/Employee%20Monitoring%20Using%20Object%20Detection.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/Employee%20Monitoring%20Using%20Object%20Detection.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [train_yolov9_object_detection_on_custom_dataset](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_yolov9_object_detection_on_custom_dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_yolov9_object_detection_on_custom_dataset.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [Logistics Computer Vision Project Train dataset yolov10](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/yolov10_custom_dataset.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/yolov10_custom_dataset.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [How-to-Train-a-Custom-Object-Detector-with-Detectron2-A-Computer-Vision-Tutorial](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/detectron2.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/detectron2.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [Image Classification with DINOv2](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/dinov2_classification.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/dinov2_classification.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [Lightweight_Vision_Library_for_Object_Detection_\u0026_Segmentation](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/Lightweight_Vision_Library_for_Object_Detection_%26_Segmentation.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/Lightweight_Vision_Library_for_Object_Detection_%26_Segmentation.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n| [RT-DETR Object Detection](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_rt_detr_on_custom_dataset_with_transformers.ipynb) | [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pyresearch/notebooks/blob/main/notebook/train_rt_detr_on_custom_dataset_with_transformers.ipynb) | [Watch Video](https://www.youtube.com/@Pyresearch/videos) |\n\nThis should now include the YouTube link for PyResearch under every notebook entry. Let me know if you need any more modifications! 🚀\n\n\n\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpyresearch%2Fnotebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpyresearch%2Fnotebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpyresearch%2Fnotebooks/lists"}