L’algorithme d’entrainement nécessite une importante quantité d’images positives (contenant l’objet) et négatives (ne contenant pas l’objet). Le but est d'extraire des caractéristiques à partir de ces ...
Let's make a real-time Facial Landmark Detection using OpenCV, Python, and Mediapipe API. It detects 468 facial landmarks in real time. Facial Landmark Detection is used for AR (Augmented Reality) ...
Abstract: This research provides a novel approach in the field of object detection through the use of OpenCV and Python programming and solves the difficulties with the conventional approach, as the ...
In this tutorial, we build an Advanced OCR AI Agent in Google Colab using EasyOCR, OpenCV, and Pillow, running fully offline with GPU acceleration. The agent includes a preprocessing pipeline with ...
mobilenet-ssd-object-detection/ │ ├── assets/ │ └── banner.png │ ├── input/ # Place images in this folder │ ├── fruit-vegetable.jpg │ ├── animals.jpg │ └── traffic.jpg # Extra image │ ├── output ...
Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle with ...
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