giraudjules Goto Github PK

followers: 4.0 following: 12.0 repos: 5.0 gists: 0.0

Name: Jules Giraud

Type: User

Bio: Computer Vision Engineer | MSc AI CentraleSupélec | ICAM Lille Engineer

Location: Paris

Blog: http://julesgiraud.fr

Jules Giraud's Projects

dashcam_vehicle_detection

This repository contains a comprehensive system designed to detect vehicles in dashcam videos using HOG features. Leveraging traditional computer vision techniques, the project showcases a robust pipeline that encompasses feature extraction, image processing, and sliding window-based detection.

elp

Ensemble Learning Project - MSc AI - CS

player_detection

This POC repository showcases the use of the YOLOv8 model for the purpose of detecting and tracking players in field hockey videos. The focus is on analyzing footage from the French Elite Championship.

player_segmentation

Football player segmentation project with images from the Kaggle dataset "⚽ Football Player Segmentation ⚽" to use this model to create a Hockey or "all-sports" player segmentation dataset.

satellite_flood_segmentation

Optical Satellite Flood Segmentation: A deep learning approach to segment and identify flooded areas using optical satellite imagery. This project contains a notebook, models, datasets, and evaluation tools used for a Kaggle competition.

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