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KI Labor H-Ka

Sources and Docker Environment for the AI Lab at HSKA: https://www.iwi.hs-karlsruhe.de/iwii/info/module/INFM/7/INFM210ML#INFM212ML

Timeline for SS25

Datum Thema Inhalt Präsenz
15. November. Allg. Transformers + Projektintros No
22. November. Allg. Projektassignments No
29. November. Allg. No
6. Dezember. Allg. No
13. Dezember. Allg. No
20. Dezember. Allg. No
Allg. Public Holidays No
10. Januar. Allg. No
17. Januar. Allg. Final Presentation Yes

Projektideen

NLP

Multilingual News Article Similarity: do news cover the same story?

https://competitions.codalab.org/competitions/33835

Defi IA, predict job category based on job description

https://github.com/yogeshkumarpilli/Kaggle-NLP-Challenge https://www.kaggle.com/c/defi-ia-insa-toulouse/overview

Scoring clinical patient notes

https://www.kaggle.com/c/nbme-score-clinical-patient-notes/overview/code-requirements

Predict Closed Questions on Stack Overflow [binary]

"build a classifier that predicts whether or not a question will be closed given the question as submitted, along with the reason that the question was closed" https://www.kaggle.com/c/predict-closed-questions-on-stack-overflow/

Quora Question Pairs [binary]

"predict which of the provided pairs of questions contain two questions with the same meaning" https://www.kaggle.com/c/quora-question-pairs/data

Movie Review Sentiment Analysis (Kernels Only) [multi-label classification]

https://www.kaggle.com/competitions/movie-review-sentiment-analysis-kernels-only/overview "This competition presents a chance to benchmark your sentiment-analysis ideas on the Rotten Tomatoes dataset. You are asked to label phrases on a scale of five values: negative, somewhat negative, neutral, somewhat positive, positive."

Computer Vision

Image Matching Challenge [structure from motion]

https://www.kaggle.com/competitions/image-matching-challenge-2024/overview

Computer Vision - XM (detect healthy vs diseased leaves) [binary classification]

https://www.kaggle.com/competitions/computer-vision-xm/overview

Automatic Identification of Internal Waves [binary classification]

https://www.kaggle.com/competitions/internal-waves/overview

RSNA 2024 Lumbar Spine Degenerative Classification [detection, multiclass classification, incomplete labels]

https://www.kaggle.com/competitions/rsna-2024-lumbar-spine-degenerative-classification/overview

SofaVision [segmentation]

https://www.kaggle.com/competitions/sofavision/overview

Super Resolution in Video Games [upscaling resolution]

https://www.kaggle.com/competitions/super-resolution-in-video-games/overview

SARFish Challenge - Maritime Object Detection [detection, classification, regression]

https://www.kaggle.com/competitions/sarfish-maritime-object-detection/overview

Project and Time Slot Assignments

Team Project Time Slot

Last years projects

AI for Agriculture:

https://www.kaggle.com/competitions/beyond-visible-spectrum-ai-for-agriculture-2024/overview

Google Isolated Sign Language Challenge:

https://www.kaggle.com/competitions/asl-signs

Visual Word Sense Disambiguation (Visual-WSD)

https://raganato.github.io/vwsd/

Traveling Salesmen Computer Vision:

https://www.kaggle.com/competitions/tsp-cv/overview

Releases

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