Top 12 Jupyter Notebook OpenCV Projects
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tutorial-face-mask-detection
In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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iterative-grabcut
This algorithm uses a rectangle made by the user to identify the foreground item. Then, the user can edit to add or remove objects to the foreground. Then, it removes the background and makes it transparent.
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TrafficSignClassifier
This project is an aspect of a big project that is called the Self-Driving Car. One of the essential techniques in Self-Driving Car engineering is detecting the Traffic Sign. In this project I have used Deep Learning for recognizing the Traffic Signs.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Human-pose-estimation
A quick tutorial on multi-pose estimation with OpenCV, Tensorflow and MoveNet lightning.
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Image-Augmentation-Using-Keras
Augmenting the image data using Keras. A utility class ImageDataGenerator from Keras is used and performed different augmenting techniques. Computer vision library OpenCV is also used.
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running-assistant-opencv-yolo
The project is aimed at building an AI Running Assistant to provide recommendations for optimal walking or running conditions using OpenCV, YOLOv2, and OpenWeatherMap.
Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo: https://github.com/spmallick/learnopencv/tree/master/YOLO-NAS-Pose
Jupyter Notebook OpenCV related posts
Index
What are some of the best open-source OpenCV projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | learnopencv | 20,363 |
| 2 | tutorial-face-mask-detection | 86 |
| 3 | iterative-grabcut | 43 |
| 4 | virtual_drawing_board | 32 |
| 5 | Steganography | 16 |
| 6 | D-Drone_v2 | 10 |
| 7 | TrafficSignClassifier | 10 |
| 8 | Computer-Vision | 5 |
| 9 | Human-pose-estimation | 4 |
| 10 | Image-Augmentation-Using-Keras | 2 |
| 11 | running-assistant-opencv-yolo | 0 |
| 12 | data-science-python | 0 |
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