Recorded lectures: https://uni-bielefeld.sciebo.de/s/IJQsTwNzRf9hYJM
The lecture starts on Mondays at 8:30am online (see Zoom link below).
Most of the lectures will be available in video recordings.
Tutorials will begin in the first week of November.
Topics:
CLIP: Connecting text and images https://openai.com/research/clip
CLIP Interrogator https://huggingface.co/spaces/pharmapsychotic/CLIP-Interrogator https://huggingface.co/spaces/fffiloni/CLIP-Interrogator-2
SAM: Segment Anything Model https://segment-anything.com
Grounded SAM https://github.com/IDEA-Research/Grounded-Segment-Anything
ChatGPT https://chat.openai.com
GPT4 https://openai.com/gpt-4
VPT: Learning to play Minecraft with Video PreTraining https://openai.com/research/vpt
Stable Diffusion https://stability.ai/blog/stable-diffusion-public-release
ControlNet https://github.com/lllyasviel/ControlNet
Tracking Everything Everywhere All at Once https://omnimotion.github.io
StyleGAN https://nvlabs.github.io/stylegan3/
Zoom: https://uni-bielefeld.zoom.us/j/92186588995?pwd=UGNXdm5XRVNwMFgxdXdWV25mS2tzUT09
Meeting ID: 921 8658 8995
Passcode: 123123
Rhythmus | Tag | Uhrzeit | Format / Ort | Zeitraum |
---|
Modul | Veranstaltung | Leistungen | |
---|---|---|---|
39-M-Inf-AI-app Applied Artificial Intelligence | Applied Artificial Intelligence: Vorlesung | Studieninformation | |
39-M-Inf-AI-app-foc Applied Artificial Intelligence (focus) | Applied Artificial Intelligence (focus): Vorlesung | Studieninformation | |
39-M-Inf-VML Vertiefung Maschinelles Lernen | Vertiefung Maschinelles Lernen | Studieninformation |
Die verbindlichen Modulbeschreibungen enthalten weitere Informationen, auch zu den "Leistungen" und ihren Anforderungen. Sind mehrere "Leistungsformen" möglich, entscheiden die jeweiligen Lehrenden darüber.
Types of exams and conditions for credits.
Option 1: Oral exam with mark about the lecture topics. Successful oral exam yields 5 credits.
Option 2: The exercise tasks are done within a mini-project. Finally there is an oral exam with questions about the mini-project. Successful miniproject report and oral exam with questions about the mini-project yields 5 credits.