Search Results for author: Bilel Benjdira

Found 14 papers, 6 papers with code

Prediction of Arabic Legal Rulings using Large Language Models

no code implementations16 Oct 2023 Adel Ammar, Anis Koubaa, Bilel Benjdira, Omar Najar, Serry Sibaee

Furthermore, we show that all scores except human evaluation are inconsistent and unreliable for assessing the performance of large language models on court decision predictions.

Decision Making

License Plate Super-Resolution Using Diffusion Models

no code implementations21 Sep 2023 Sawsan AlHalawani, Bilel Benjdira, Adel Ammar, Anis Koubaa, Anas M. Ali

By training this model using a curated dataset of Saudi license plates, both in low and high resolutions, we discovered the diffusion model's superior efficacy.

Image Restoration Image Super-Resolution +1

Early Detection of Red Palm Weevil Infestations using Deep Learning Classification of Acoustic Signals

no code implementations30 Aug 2023 Wadii Boulila, Ayyub Alzahem, Anis Koubaa, Bilel Benjdira, Adel Ammar

The third step involves the application of different Deep Learning (DL) techniques to classify resulting images into two classes: infested and not infested.

ROSGPT_Vision: Commanding Robots Using Only Language Models' Prompts

1 code implementation22 Aug 2023 Bilel Benjdira, Anis Koubaa, Anas M. Ali

ROSGPT_Vision allows the execution of a robotic task using only two prompts: a Visual and an LLM prompt.

Language Modelling Large Language Model

Parking Analytics Framework using Deep Learning

no code implementations15 Mar 2022 Bilel Benjdira, Anis Koubaa, Wadii Boulila, Adel Ammar

With the number of vehicles continuously increasing, parking monitoring and analysis are becoming a substantial feature of modern cities.

DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture

1 code implementation18 Apr 2020 Alam Noor, Bilel Benjdira, Adel Ammar, Anis Koubaa

In this paper, we propose a new anomaly detection framework applied to the detection of aggressive driving behavior.

Anomaly Detection Classification +3

Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning

no code implementations11 Nov 2019 Anis Koubaa, Adel Ammar, Bilel Benjdira, Abdullatif Al-Hadid, Belal Kawaf, Saleh Ali Al-Yahri, Abdelrahman Babiker, Koutaiba Assaf, Mohannad Ba Ras

However, for several people, these postures are not correctly performed, due to being new to Salat or even having learned prayers in an incorrect manner.

Human Activity Recognition

Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images

1 code implementation8 May 2019 Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kais Ouni

This is due to the domain shift between the source dataset on which the model is trained and the new target domain of the new city images.

Management Scene Understanding +3

Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3

1 code implementation28 Dec 2018 Bilel Benjdira, Taha Khursheed, Anis Koubaa, Adel Ammar, Kais Ouni

In this paper, we investigate the performance of two state-of-the-art CNN algorithms, namely Faster R-CNN and YOLOv3, in the context of car detection from aerial images.

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