h4cker/ai_research/ethics_privacy

AI Ethics and Privacy Resources

Databases for Human Activity Recognition:

1. MobiAct

   • URL: MobiAct GitHub

2. NHANES Dataset

   • URL: NHANES

3. UniMiB SHAR

   • URL: UniMiB SHAR

4. UCI Human Activity Recognition Using Smartphones Dataset

   • URL: UCI HAR Dataset

5. ISDM (Wireless Sensor Data Mining)

   • URL: ISDM on GitHub

6. HHAR (Heterogeneity Human Activity Recognition)

   • URL: HHAR on GitHub

7. PAMAP2 Physical Activity Monitoring

   • URL: PAMAP2 on UCI

8. Daphnet Freezing of Gait

   • URL: Daphnet on UCI

9. Actitracker

   • URL: Actitracker on GitHub

10. Daily and Sports Activities

    • URL: Daily and Sports Activities on UCI

11. Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL)

    • URL: HAR in AAL on UCI

12. Opportunity Activity Recognition

    • URL: Opportunity on UCI

13. CASAS

    • URL: CASAS

14. MSR Daily Activity 3D

    • URL: MSR Daily Activity 3D

15. REALDISP Activity Recognition Dataset

    • URL: REALDISP

Tools & Methods for Data Collection, Cleaning, and Analysis:

• Data Collection:

  • APIs and SDKs
  • Wireless transmission

• Data Cleaning:

  • Pandas
  • Sci-kit learn

• Data Analysis:

  • TensorFlow and Keras
  • Matplotlib and Seaborn