btp-ai-sustainability-bootcamp

Showcasing SAP partners how to add Intelligence and Sustainability into your industry cloud solutions on SAP Business Technology Platform.
https://github.com/sap-archive/btp-ai-sustainability-bootcamp

Category: Consumption
Sub Category: Production and Industry

Keywords

computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability

Keywords from Contributors

sap-btp clean-core gpt-4 industry-cloud manufacturing oil-and-gas process-automation real-estate service transportation

Last synced: about 5 hours ago
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Repository metadata

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.


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Last synced: 4 days ago

Total Commits: 824
Total Committers: 13
Avg Commits per committer: 63.385
Development Distribution Score (DDS): 0.722

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
yatseali y****i 229
amagnani a****i@g****m 176
Jacob Tan j****9@g****m 136
Calabria I****3@f****n 97
Cesare Calabria c****3@g****m 66
sap-btp-ai-sustainability-bootcamp c****a@s****m 51
Yatsea Li y****i@s****m 48
Calabria I****3@g****n 12
Ajinkya Patil a****l@g****m 3
dependabot[bot] 4****] 3
Swapnil Nangare 5****9 1
MostafaSharaf m****f@s****m 1
Brian Bernard b****d@s****m 1

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Dependencies

prerequisites/requirements.txt pypi
  • ai-core-sdk *
  • joblib *
  • jupyterlab *
  • keras *
  • librosa *
  • matplotlib *
  • numpy *
  • opencv-python-headless *
  • pandas *
  • pyyaml *
  • scikit-learn *
  • scipy *
  • tensorflow *
package-lock.json npm
src/ai-models/defect-detection/code/infer_seg/Dockerfile docker
  • tensorflow/tensorflow latest build
src/ai-models/defect-detection/code/train_seg/Dockerfile docker
  • tensorflow/tensorflow latest build
src/ai-models/defect-detection/code/infer_seg/requirements.txt pypi
  • Flask ==2.0.3
  • gunicorn ==20.1.0
  • joblib ==1.2.0
  • opencv-python-headless ==4.5.3.56
  • pandas ==1.3.5
  • scikit-learn ==1.0.2
src/ai-models/defect-detection/code/train_seg/requirements.txt pypi
  • ai-core-sdk ==1.12.0
  • albumentations ==1.1.0
  • joblib ==1.2.0
  • opencv-python-headless ==4.5.3.56
  • pandas ==1.3.5
  • scikit-learn ==1.0.2

Score: 6.6080006252960874