GitHub topics: network-simulation

Repositories

meshtastic/Meshtasticator

Discrete-event and interactive simulator for Meshtastic.

Language: Python - Size: 946 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 142 - Forks: 17

cmu-sei/GHOSTS

GHOSTS is a realistic user simulation framework for cyber experimentation, simulation, training, and exercise

Language: C# - Size: 158 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 561 - Forks: 75

rognrafsan/Token-Bucket-Simulator

A dynamic TCP/IP token bucket simulator for traffic shaping, congestion control, and bandwidth management, developed in Scilab with integrated Python data analysis.

Language: Scilab - Size: 827 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

omnetpp/omnetpp

OMNeT++ Discrete Event Simulator

Language: C - Size: 157 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 655 - Forks: 158

AkhilRai28/Token-Bucket-Simulator

A dynamic TCP/IP token bucket simulator for traffic shaping, congestion control, and bandwidth management, developed in Scilab with integrated Python data analysis.

Language: Scilab - Size: 826 KB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

CiscoDevNet/virl2-client

Client library for the Cisco VIRL 2 Network Simulation Platform

Language: Python - Size: 1.2 MB - Last synced at: 8 days ago - Pushed at: 18 days ago - Stars: 59 - Forks: 20

CiscoDevNet/terraform-provider-cml2

Terraform provider repository for Cisco Modeling Labs

Language: Go - Size: 15.7 MB - Last synced at: 6 days ago - Pushed at: 21 days ago - Stars: 17 - Forks: 1

bobuhiro11/mininetlab

A set of mininet scripts to simulate multi-node frr, bgp, evpn, vxlan, etc.

Language: Python - Size: 43 KB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 16 - Forks: 1

emanuelegiona/ns3-base-docker

ns-3 installations using Docker

Language: Makefile - Size: 14.6 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2

lhiebert01/network-attack-simulator

network-attack-simulator

Language: JavaScript - Size: 64.5 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

comejv/cps_multihop

VANET simulation for message forwarding with CPS, based on Wolff et al.

Language: Python - Size: 1.07 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

netiken/m4

[TBD] "m4: A Learned Flow-level Network Simulator" by Chenning Li*, Arash Nasr-Esfahany*, Kevin Zhao, Kimia Noorbakhsh, Prateesh Goyal, Mohammad Alizadeh, Thomas Anderson.

Language: C++ - Size: 560 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

theo016/Computer-Networks

Εργαστηριακές ασκήσεις στο μάθημα Δίκτυα Υπολογιστών.

Size: 3.16 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

PriyanujBora/Black-Hole-Attack-in-MANETs-with-Streamlit-Implementation

Interactive simulation of black hole attack detection in Mobile Ad-hoc Networks (MANETs) using novel Dolphin-Bee optimization algorithm with Streamlit visualization interface

Language: Python - Size: 30.3 KB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

harismuneer/Network-Simulation-Using-Cisco-Packet-Tracer

🖧 Designed this network configuration for the network of three companies, given some constraints. Its an interesting problem demonstrating the concepts of Classless IP Subnetting and using RIPv2 Protocol.

Size: 284 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 92 - Forks: 31

kartben/lorawan-node-simulator

Simulation infrastructure for a LoRaWAN network (gatways and end devices) that's easy to configure and run from your CLI. Also available as a Docker container.

Language: TypeScript - Size: 103 KB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 108 - Forks: 17

kingofthepirates4/TransRoute

TransRoute is a dynamic, distributed transit network simulator that demonstrates advanced ad-hoc routing in a user-friendly, configurable environment. The project combines a GUI-based configuration tool, backend station servers implemented in both Python and C, and a Flask web interface for querying transit routes and visualizing network topology.

Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

kanibal23damager/VMware-Workstation-Pro-Installer

VMware Workstation Pro lets you create and manage virtual machines on Windows, offering powerful tools for testing, development, and IT environments. 🖥️🌐

Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

harismuneer/Ring-Star-Hybrid-Topologies-TCL

👨‍💻 This repository provides working code and complete description for Ring, Star and Hybrid Network Topologies. The scripts are written in Tcl for NS which is used to simulate the behavior of networks and NAM is used as a visual aid showing how packets flow along the network.

Language: Tcl - Size: 529 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 10 - Forks: 13

Davanesh/Traffic-Management-System-with-Graph-Visualization-using-JavaFX

A Java-based project that visualizes a traffic management system using graph structures and JavaFX. It demonstrates node and edge representation for traffic flow between locations, providing an interactive and visual approach to understanding connectivity.

Language: Java - Size: 7.41 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

FilipeLopesPires/XPTO-Network

XPTO-Network: a complete enterprise network plan.

Size: 1.84 MB - Last synced at: 23 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

O2sa/CCNA-Labs

My practice labs on CCNA course.

Size: 24.5 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

llevier/vigrid

Vigrid is a Cyber Range redesign of the GNS3 tool able to virtualize almost any physical device on many CPU. It is also able to virtualize entire networks not visible between them. Vigrid adds industrial cloning. clientless console accesses. snapshots. unlimited scalability. standalone or infrastructure and cloud designs.

Language: JavaScript - Size: 4.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 4

IPoAC-SMT/DONE

Docker Orchestrator for Network Emulation

Language: C - Size: 5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

adsh16/ComputerNetworks

This repository showcases assignments from a Computer Networks course, covering key concepts such as UDP-based Ping and Heartbeat systems, Go-Back-N ARQ protocol implementation, and network performance simulation using NS-3. It includes practical demonstrations of network reliability, congestion management, and performance analysis through hands-on

Language: Python - Size: 96.1 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

skaraoglu/SEITRNet

This project implements a SEITR (Susceptible, Exposed, Infected, Treated, Recovered) model for network analysis using R. The model simulates the spread of a disease through a network of individuals, allowing for various network types and parameters.

Language: R - Size: 41 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Merituum/FEKOlmzZL

Feko_4G5G_simulation

Size: 27.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

emanuelegiona/ns3-ext-process

Simple module to facilitate running external processes within ns-3 simulations

Language: C++ - Size: 2.53 MB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ReeganAnto-J/Cisco-Packet-Tracer

This is a collection of all the packet tracer projects I will be doing

Size: 4.46 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

microsoft/internet-in-a-box

Enabling data-informed network simulation

Language: Tcl - Size: 128 KB - Last synced at: about 22 hours ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 6

tinynetwork/tinet

TiNET is network emulator environment for network function developer, routing software developer and networking educator. this is very simple tool that generate just shell script to construct virtual network.

Language: Go - Size: 18.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 183 - Forks: 29

imvinayak32/Network_Simulator

Network Simulator is a Java-based application that simulates a basic network topology. It allows users to add main devices (Hub, Switch, Router) and end devices, create connections between them, and send messages within the network. This simulator is designed to provide a simple stimualtion.

Language: Java - Size: 11 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

alighanbari2002/TCP-Congestion-Control-Analysis

An analysis of TCP congestion control algorithms including Newreno, Tahoe and Vegas in NS2.

Language: Jupyter Notebook - Size: 45.8 MB - Last synced at: 8 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

roVer-HM/crownet

Language: Python - Size: 469 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 17 - Forks: 3

rmdezz/Slip---Network-Simulation-Tool

Slip is a Windows application designed to simulate network conditions like latency, duplicate, shuffle, encrypt, drop, and traffic shaper bandwitdth using WinDivert library, its own C# UI interface, C/C++ dll for the backend code, and C# console message reader.

Language: C# - Size: 6.39 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

tztsai/BS-Sleeping-RL

This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G massive MIMO cellular networks.

Language: HTML - Size: 843 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 23 - Forks: 1

fangvv/JTrana

A Java-based NS2 Wireless Trace Analyzer

Language: Java - Size: 2.38 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

Solomon-77/network-simulation

This is a simple program that simulates centralized and decentralized network structure using SNA model by utilizing networkx.

Language: Python - Size: 103 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

mindt102/csma-ca-simulation

A simulation in ns3 to evaluate the performance of the CSMA/CA protocol in Wifi networks that working in ad-hoc mode without RTS/CTS scheme.

Language: C++ - Size: 2.53 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

JorisHerbots/vegvisir

Vegvisir is an automated testing framework for orchestrating prototypical QUIC-HTTP/3 client-server communications using simulated network conditions.

Language: Python - Size: 12.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

1919kiran/Dynamic-adaptive-replication-P2P

Master's project at San Jose State University

Language: Jupyter Notebook - Size: 5.55 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

DamienJUNG/SuperReso

Simulation de réseau locale en C. Réalisé en binôme sur 4 semaines.

Language: C - Size: 165 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

explainwf-popets2023/explainwf-popets2023.github.io

Artifact for the research publication "Data-Explainable Website Fingerprinting with Network Simulation"

Language: Python - Size: 569 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

come-tardivel/eve-ng-guide

Small wiki bringing together useful information on EVE-NG

Language: Python - Size: 383 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

slankdev/tinet 📦

This is moved to http://github.com/tinynetwork/tinet

Language: Python - Size: 23.8 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 42 - Forks: 4

emanuelegiona/ns3-matlab-docker

ns-3 and MATLAB Runtime bundles using Docker

Language: Dockerfile - Size: 24.4 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

SENSES-Lab-Sapienza/ns3-woss-docker 📦

ns-3 and WOSS bundles using Docker

Language: Makefile - Size: 61.5 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

Mohamedkrs/ToxiProxy_Docker-compose

This repository makes injecting toxics much more dynamic. It can inject toxics in different intervals, different breaks and to different proxy. All of this can be configured using a json file.

Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

Thlamz/MAVSIMNET

A simulation framework for mobile vehicle networks

Language: C - Size: 8.64 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

eniac/MimicNet

Predicting network performance at scale

Language: C++ - Size: 15.3 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 29 - Forks: 6

ptrdtznr/ns3-nested-structure

Just a demo repo for a feature request for ns-3

Language: C++ - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Subangkar/NS2-Network-Simulation-Project-BUET

Network simulation project in ns2 of Ethernet-Wired-802.3, IEEE 802.15.4, Satellite, Wired-Wireless-802.11 cross network as part of an assignment of Computer Networking lab course of CSE, BUET.

Language: C++ - Size: 3.3 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 4

abhinav-bhardwaj/XOR-Network-Simulation-Implementation

XOR Network Simulation Implementation using NS2 (Network Simulator 2)

Language: Tcl - Size: 1.18 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

thanasisxan/Optical-network-simulation 📦

Language: Python - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

MarinHure/Blob_Detectron

A tool for automatic detection and simulation of Physarum polycephalum (blob) networks from images using computer vision and deep learning techniques

Language: Jupyter Notebook - Size: 5.33 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

gdmoney/Cisco-CML-on-AWS

Run the Cisco Modeling Labs (CML) network simulation tool on AWS.

Size: 55.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 7

ccwutw/ns3-mlc

A revised NS3 simulator for machine learning communication research

Language: C++ - Size: 106 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

EricM96/IoT-Network-Simulator

A smart home network simulator for security research.

Language: Rust - Size: 33.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

mati-aac/USM-TEL341-RIFECO-project

Balance de Carga de una Red Anillo

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

daniel-aime/Lab-r-seaux

Size: 280 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

sanjayengineer121/Cisco_pocket_tracer

Packet Tracer is a cross-platform visual simulation tool designed by Cisco Systems that allows users to create network topologies and imitate modern computer networks.

Size: 863 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

WukoSiric/Distance-Vector-Networking

Implementation of Distance-Vector networking algorithm in Python.

Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

akshaykhoje/Recent-trends-in-Computer-Networks Fork of karthik-d/Computer-Networks-LabWork

Size: 5.89 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rschmied/terraform-provider-cml2

(moved to DevNet) A Terraform provider for Cisco Modeling Labs (CML) 2

Language: Go - Size: 15.5 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

SM2A/CN_CA2

🎓💻Computer Networks Course Computer Assignment 2 - Fall 2022

Language: C++ - Size: 1.38 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

rocket-pig/what-if

a 'network-effect' / 'ideas are virii' simulation. "..As the marbles make contact with eachother they share whatever idea theyve heard most recently."

Language: Python - Size: 990 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

FilipeLopesPires/GNS3Net

GNS3Net: a network simulation using GNS3.

Size: 1.1 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

Subangkar/Ethernet-Wired-ns2-Network-Simulation

A simple network simulation in ns2 of Ethernet Wired (IEEE802.3) network measuring performance metrics like throughput, packet transfer ratio, average end-to-end delay with respect to variation in number of nodes, flows and number of packets per second.

Language: Tcl - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

kavindaperera/inet-extras

OMNET++ / INET Framework - Extras for TARP Controlled Flooding Simulation

Language: C++ - Size: 21 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

kavindaperera/controlled-flooding-simulation

OMNET++ / INET Framework - Controlled Flooding Simulation

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

NouamaneA/network-simulation

A simple network simulation with ns-3 to compare two types of data traffic.

Language: C++ - Size: 147 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

lookquad/ns3

Contains ns3 scripts for various network problems.

Language: C++ - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

Subangkar/IEEE802.15.4-static-ns2-network-simulation

A simple network simulation in ns2 of IEEE802.15.4 protocol measuring performance metrics like average total energy consumption, throughput, packet transfer ratio etc. with respect to variation in number of nodes, flows, coverage area etc.

Language: Tcl - Size: 96.7 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

mgajda/ouroboros-network Fork of input-output-hk/ouroboros-network

Designs and implementations of inter-node communication for the Ouroboros family

Language: Haskell - Size: 7.28 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

AurelienAubry/NetworkSimulator

A network simulator based on Docker containers

Language: Python - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

Subangkar/Satellite-Network-Simulation-ns2

A simple network simulation in ns2 of Satellite network measuring performance metrics like measuring performance metrics like total energy consumption, throughput, packet transfer ratio and average end-to-end delay with respect to variation in number of nodes and also AverageDelay with respect to variation in altitude has been measured and plotted in graph using gnuplot.

Language: Tcl - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

abhinav-bhardwaj/Caesar-Cipher-Network-Simulation

Caesar Cipher Implementation Network Simulation

Language: Tcl - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Subangkar/Reliable-Data-Transfer-Protocols-CPP-Implementation

Reliable Transport Protocols (RDT3.0) alternating-bit-protocol (abp) and go-back-n (gbn) c++ implementation

Language: C++ - Size: 282 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

ayushjain01/CN-Lab

This repository contains the following lab program for Computer Networks Lab, 5th sem, ISE.

Language: C - Size: 444 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

abhinav-bhardwaj/AODV-Routing-Network-Simulation

Ad-hoc On-demand Distance Vector Routing Protocol Simulation

Language: Awk - Size: 8.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

Subangkar/Wired-cum-Wireless-Network-Simulation-ns2

A simple network simulation in ns2 of Wired (IEEE802.3) and Wireless 802.11 cross flow network measuring performance metrics like throughput, packet transfer ratio, average end-to-end delay with respect to variation in number of nodes, flows and number of packets per second.

Language: Tcl - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 2

network-simulation 95 simulation 17 networking 13 python 13 ns2 11 tcl 9 docker 9 network 9 network-simulator 8 ns-3 7 awk 5 inet 5 gnuplot 5 omnetpp 5 ns2-programming 5 machine-learning 5 cpp 5 ns2-simulator 4 cisco 4 java 4 docker-image 4 network-programming 4 tcp 4 omnet 4 network-analysis 4 computer-networks 4 omnet-simulation 3 automation 3 inet-framework 3 ns3 3 dockerfile 3 network-visualization 3 ns2-tutorial 3 iot 3 traffic-control 3 networks 3 mininet 3 wired 3 network-topology 3 graph 3 congestion-control 3 packet-tracer 2 computer-network 2 ccna 2 nat 2 ipv6 2 routing-algorithm 2 tarp-protocol 2 ethernet 2 jupyter-notebook 2 go-back-n 2 virtualization 2 container-networking 2 sdn 2 network-security 2 vlan 2 ospf 2 cisco-packet-tracer 2 multiprocessing 2 network-management 2 satellite 2 routing 2 tcl-scripts 2 traffic-management 2 cybersecurity 2 graph-visualization 2 graph-algorithms 2 communication-protocols 2 dmz 2 simulator 2 reinforcement-learning 2 algorithm 2 c 2 ip 2 linux 2 scilab 2 traffic 2 gns3 2 ipconfig 2 research 2 agent-based-modeling 2 terraform 2 terraform-provider 2 virl 2 aodv 2 802-15-4 2 network-performance 2 802-11 2 ipv4 2 cisco-virl 1 cisco-cml 1 aws 1 physics 1 computer-vision 1 data-science 1 image-processing 1 image-segmentation 1 physarum-polycephalum 1 object-detection 1 deep-learning 1