Semi-automatic YOLO dataset preparation. Use a pre-trained object detection model to annotate your dataset, then review each image and 'accept' or 'refuse'. Can also edit/mark bounding boxes by hand. Store project data in a single .csv file.
Intelligent Surveillance and Identification for Secure Campus
Data Augmentation with PyTorch, Tensorflow, Imgaug and Albumentations. It also involves bounding box augmentation.
Tool to inflate the bounding box of a Collada file to match the bounding box of another.
A real-time object detection system that identifies and classifies objects in images or video streams using deep learning models like YOLO, Faster R-CNN, or SSD. Built with TensorFlow and OpenCV, it supports applications in surveillance, autonomous vehicles, and more.
Face detection and recognition into 6 classes of some famous personalities.
An object detection model based on YOLOv8 to detect and localize mangoes in images and videos. This project covers image annotation, transfer learning with pretrained weights, and evaluation using a public dataset from Hugging Face, manually annotated for mango detection.
Park EZ: An Automated Parking Management System for Easy Parking
Leveraging advanced image processing and deep learning, this project classifies plant images using a subset of the Plant Seedlings dataset. The dataset includes diverse plant species captured under varying conditions. This project holds significance within my Master's in Computer Vision at uOttawa (2023).
Annotate images with bounding boxes inside Jupyter*
A utility script to transform bounding boxes along with the object image.
A real time face detection that captures video from your webcam. Highlights detected faces with bounding boxes in the live feed.
Extract a subset of the yelp academic dataset. Filter via bounding box. 🗺 The dataset is only for the USA 🌎 though
Implementation for 3D bounding box prediction of objects using images, point clouds, and segmentation masks.
Multi-class bounding box labeling tool
This project is aimed at converting between two representations of text detection bounding box labels (rotated rectangle bounding boxes): txt and xml.
Highly customizable Vue3/React component for resizing nested content
Add a description, image, and links to the bounding-box topic page so that developers can more easily learn about it.
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