A C++ implement of intersection over union (IoU) ratio calculation.

Retinal vessel segmentation using U-NET, Res-UNET, Attention U-NET, and Residual Attention U-NET (RA-UNET)

Caffe version Generalized & Distance & Complete Iou loss Implementation for Faster RCNN/FPN bbox regression

Object Detection in images using Selective Search and EdgeBoxes algorithm

This program shows how Bounding-Box-Regression works in a visual form. Intersection over Union ( IOU ), Non Maximum Suppression ( NMS ), Object detection, 边框回归，边框回归可视化，交并比，非极大值抑制，目标检测。

Application of pre-trained YOLO object detection model to car detection for autonomous driving

Implement the Kalman filter and establish a pipeline for pedestrian detection and tracking using YOLOv5 and the Hungarian algorithm

Understanding of use of mAP as a metric for Objects Detection problems

Intersection Over Union from Scratch using PyTorch

Annotating Chest XRAY Images and Evaluating the annotation

In computer vision, this project meticulously constructs a dataset for precise 'Shoe' tracking using YOLOv8 models. Emphasizing detailed data organization, advanced training, and nuanced evaluation, it provides comprehensive insights. A final project for the Computer Vision cousre on Ottawa Master's in (2023).

Semantic Image Segmentation using Pytorch

Machine learning utilities for .NET. Confusion matrix, intersection over union, etc.

Compute Jaccard Similarity between two meshes

Trained deep neural networks to predict and classify input image (MNISTDD) datasets with python.

This repository presents my project on Car Detection Algorithm for Self-Driving Cars using the YOLO object detection algorithm.

deep learning : segmentation d'images