Results: KI Data Tooling

Presented digitally here are the final results of KI Data Tooling.

Quick links:

Booklet

Presentations

Posters

Video

The successful conclusion of the KI Data Tooling Project unveils significant advances in Automotive AI. Explore and DOWNLOAD presentations and posters showcasing our significant advancements in data, methods, and tools for various sensor modalities.

KI Data Tooling, a BMWK funded research project, has taken the important step from a Data Set to the Data Kit, a complete data solution for the training and validation of AI functions for highly automated driving.

Presentations of the remarkable KI Data Tooling Final Event on project improvements, challenges on the KI Data Tooling journey and opportunities ahead; interesting Keynotes and notable Deep Dives.
An audio file can be provided, please contact us: ki-dt-projektmanagement(at)reach.eict.de
Keynote: Next Level Data KIT \| Stefan Voget, Continental
KI Data Tooling: Project Overview, Challenges and Stories to tell \| Armin Koehler, Bosch
Keynote: Standardisation of safe data-driven KI Development & Tooling \| Simon Burton, Fraunhofer IKS
KI Data Tooling - Introducing KI-DT Data Kit Framework for building resilient automotive AI \| Thomas Stauner, BMW; Armin Koehler, Bosch; Evren Ermis, Continental; Marcel Matz, Valeo; Thomas Stone, BMW; Maarten Bieshaar, Bosch
Keynote: From ChatGPT to GAIA-1: On Generative Sequence Models in Speech, Language, and Vision \| Further information on RessearchGate (external link) \| Tim Fingscheidt, TU Braunschweig
KI Data Tooling - Data centric AI Developer Journey in the KI-DT Framework \| Thomas Stone, BMW, KI-DT Experts
Deep Dive #1 Training with Synthetic Data – Mixed Training \| Maarten Bieshaar, Maximilian Menke, Bosch
Deep Dive #2 Real Data & Labeling \| Andrea Kraus, Valeo
Deep Dive #3 Synthetic Data Production & Validation \| Armin Köhler, Bosch; Christian Holzapfel, Dominik Salles, FKFS; Thorsten Püschl, dSPACE; Günther Hasna, Ansys; Ludwig Friedmann, BMW; Tobias Denk, BIT-Technology Solutions; Nikolas Hemion, dSPACE
Deep Dive #4 Corner Case \| Florian Heidecker, Uni Kassel; Isabelle Groß, FKA (ZF); Tianming Qiu, Fortiss (BMW); Jasmin Breitenstein, TUBS; Kamil Kowol, BUW
KI Data Tooling: Big Picture for Future Development \| Hans-Jörg Vögel, BMW

Project Materials

Booklet - Presentations - Posters - Video

Booklet

Presentations for Download

Posters for Download

Video

The poster booklet contains general KI Data Tooling information, illustrates the project's approaches, and presents research results.
>>> Download Booklet: KI Data Tooling - The Data Kit for Automotive AI <<<