20 beste Stellen als data science in bensheim – aktuell auf Personalsuche

Master's Thesis: Detection and Segmentation of Suggestive Clothing
Secure Information Technology —Darmstadt
- Master
Senior Cyber Incident Response Investigator (all genders)
Accenture —Mannheim
- Vollzeit
- Informatik
Defense Technology ERP Expert (all genders)
Accenture —Mannheim
- Vollzeit
- Personalführung
- Teamleitung
- Personalentwicklung
- Weiterbildungsprogramme
- Aufstiegsmöglichkeiten
MSc or BSc Thesis / Internship (m/f/d) AI for Intent-Based Networking
ABB AG —Mannheim
- Vollzeit
- Master
Direkt bewerben
10 Tage
Praktikum Data Analytics (m/w/d)
Studyflix GmbH —Mannheim
- Vollzeit
- Informatik
- Datenanalyse
- Homeoffice-Möglichkeit
- Aufstiegsmöglichkeiten
Direkt bewerben
Technical Manager - Ground Segment for Satellite Constellations
GMV —Darmstadt
- Hybrides Arbeiten
- Umzugskostenzuschuss
Global Industrial IoT & OT Project Engineer (m/f/d)
Döhler GmbH —Darmstadt
- Informatik
- Master
- Bachelor
Internship / Master Thesis Student (m/f/d) AI for Network Security and Orchestration
ABB AG —Mannheim
- Vollzeit
Direkt bewerben
10 Tage
Senior FullStack Python & JS Developer -DEU
Cryoport Systems —Darmstadt
- Vollzeit
Master's Thesis: Modelling Approaches and Loss Design for Precise Age Estimation
Secure Information Technology —Darmstadt
- Master
Big Data Analytics & Data Lake Architect (w|m|d)
BridgingIT GmbH —Mannheim
- Vollzeit
- Azure
- AWS
- Softwareentwicklung
- Weiterbildungsprogramme
- Flexible Arbeitszeiten
Direkt bewerben
Abschlussarbeit im Bereich Innovationmanagement
KSB SE & Co. KGaA —Frankenthal
- CAD
- Datenanalyse
- Englisch
(Sr.) Integration Consultant
OMP —Mannheim
- Informatik
- Master
- Bachelor
Direkt bewerben
ERP Integration Lead (all genders)
Merck KGaA —Darmstadt
- Informatik
- Master
- Bachelor
Senior Software Engineer (m/f/d)
Nova Ltd. —Mannheim
- Informatik
- Gleitzeit
- Flexible Arbeitszeiten
Direkt bewerben
Technical Product Manager
ABB NV —Mannheim
- Vollzeit
- Bachelor
Direkt bewerben
10 Tage
Systemadministrator Personaldisposition (m/w/d)
Rhein-Neckar-Verkehr GmbH —Mannheim
- Bachelor
AI Strategy Manager*
DAW SE —Ober-Ramstadt
- Vollzeit
- Englisch
- Homeoffice-Möglichkeit
Werkstudent Softwareentwicklung – Algorithmen & Optimierung (m/w/d)
Betterbits GmbH —Darmstadt
- Softwareentwicklung
- Flexible Arbeitszeiten
MSc or BSc Thesis / Internship (m/f/d) Industrial Internet Speedtest
ABB AG —Mannheim
- Vollzeit
- Informatik
- Master
Direkt bewerben
10 Tage

Ich möchte aktuelle Job-E-Mails für Stellen als data science in bensheim erhalten

Wenn Sie sich bei Ihrem Konto anmelden, stimmen Sie den Nutzungsbedingungen, den Richtlinien zur Verwendung von Cookies sowie der Datenschutzerklärung von SimplyHired zu.

Weitere Job-Standorte erkunden

data science jobs near bensheim

Master's Thesis: Detection and Segmentation of Suggestive Clothing

Secure Information Technology
Darmstadt

Jetzt bewerben

Details zur Stelle

Qualifikationen

Master

Vollständige Stellenbeschreibung

The Fraunhofer-Gesellschaft (www.fraunhofer.com) is one of the world's leading organizations for application-oriented research. 74 institutes develop pioneering technologies for our economy and society – more precisely: 30 000 people from technology, science, administration and IT. They know: Anyone who comes to Fraunhofer wants to and can make a difference. For themselves, for us and for the markets of today and tomorrow.

Background/Motivation: Models that can recognise human skin, body parts, or scenes are often used to detect erotic and pornographic material. With the help of appropriate datasets [1], classification and object detection models can be trained. However, there are also images that are obviously erotic or pornographic, but cannot be recognised by conventional methods. This applies, for example, to people in skin-tight latex or leather clothing. Existing approaches in the field of "Human Parsing" can already segment people and their clothing well. Additionally, datasets like Fashionpedia [2] exist, which include segmentation masks and labels for clothing items.

Objective: The aim of this master's thesis is to investigate whether and to what extent clothing items can be used for the recognition of erotic and pornographic imagery. First, it should be researched which existing approaches are suitable for addressing the question. Gaps in existing datasets and models should be described and filled with our own data and models. Based on the developed methods, it should then be evaluated whether (1) reliable detection of erotic clothing is possible and (2) whether erotic and pornographic images can be distinguished from other categories based on the recognised clothing. In this context, different counter classes should be evaluated, such as everyday, sports, or beach images.

Results: As part of this master's thesis, the following results are to be achieved:

Dataset with annotations for the detection of erotic clothing.
Implementation of new approaches for the detection and segmentation of erotic clothing items.
Classification of the detected garments.
Evaluation of the models, both in terms of object detection/segmentation and classification (pornographic/erotic/normal).

Be part of change

Building a dataset for object detection or segmentation.
Use of pre-trained state-of-the-art models like SAM 3 to generate annotations.
Training models like YOLO, RT-DETR, Mask R-CNN.
Analysis of existing datasets regarding the clothing present.
Evaluation of the trained models on suitable datasets.

What you contribute

Good knowledge in the field of machine learning and training neural networks.
Good Python skills, preferably some experience with PyTorch.
Ideally, knowledge in computer vision and object detection/segmentation.
Motivation to independently delve into new and current research topics.
Willingness to work with erotic or pornographic material.
Interest in scientific research.

What we offer

Independent work schedule management
Insights into the intersection of academic research and industrial application.

Related works:

[1] Phan, D. D. et al., LSPD: A Large-Scale Pornographic Dataset for Detection and Classification — https://inass.org/wp-content/uploads/2021/09/2022022819.pdf
[2] Jia, M. et al., Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset — https://arxiv.org/pdf/2004.12276

We value and promote the diversity of our employees' skills and therefore welcome all applications – regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability. Our tasks are diverse and adaptable – for applicants with disabilities, we work together to find solutions that best promote their abilities.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Ready for a change? Then apply now and make a difference! Once we have received your online application, you will receive an automatic confirmation of receipt. We will then get back to you as soon as possible and let you know what happens next.

Fraunhofer Institute for Secure Information Technology SIT

Requisition Number: 82692 Application Deadline:

Jetzt bewerben

Erweiterte Suche

data science Jobs in bensheim

Master's Thesis: Detection and Segmentation of Suggestive Clothing

Senior Cyber Incident Response Investigator (all genders)

Defense Technology ERP Expert (all genders)

MSc or BSc Thesis / Internship (m/f/d) AI for Intent-Based Networking

Praktikum Data Analytics (m/w/d)

Technical Manager - Ground Segment for Satellite Constellations

Global Industrial IoT & OT Project Engineer (m/f/d)

Internship / Master Thesis Student (m/f/d) AI for Network Security and Orchestration

Senior FullStack Python & JS Developer -DEU

Master's Thesis: Modelling Approaches and Loss Design for Precise Age Estimation

Big Data Analytics & Data Lake Architect (w|m|d)

Abschlussarbeit im Bereich Innovationmanagement

(Sr.) Integration Consultant

ERP Integration Lead (all genders)

Senior Software Engineer (m/f/d)

Technical Product Manager

Systemadministrator Personaldisposition (m/w/d)

AI Strategy Manager*

Werkstudent Softwareentwicklung – Algorithmen & Optimierung (m/w/d)

MSc or BSc Thesis / Internship (m/f/d) Industrial Internet Speedtest

Ich möchte aktuelle Job-E-Mails für Stellen als data science in bensheim erhalten

Related Searches

Weitere Job-Standorte erkunden

Tools für Jobsuchende

Arbeitgebertools

Durchsuchen

Bleiben Sie in Kontakt