Top 12 Jupyter Notebook OpenCV Projects
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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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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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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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.
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Index
What are some of the best open-source OpenCV projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | learnopencv | 23,073 |
| 2 | tutorial-face-mask-detection | 89 |
| 3 | iterative-grabcut | 44 |
| 4 | virtual_drawing_board | 36 |
| 5 | D-Drone_v2 | 18 |
| 6 | Steganography | 17 |
| 7 | TrafficSignClassifier | 12 |
| 8 | Computer-Vision | 5 |
| 9 | Human-pose-estimation | 4 |
| 10 | Image-Augmentation-Using-Keras | 2 |
| 11 | Python | 0 |
| 12 | running-assistant-opencv-yolo | 0 |
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