From 025b7a30ce929528a9f1b991ce753cb694396203 Mon Sep 17 00:00:00 2001 From: Omar Santos Date: Fri, 8 Sep 2023 11:43:42 -0400 Subject: [PATCH] Create README.md --- ai_research/ethics_privacy/README.md | 64 ++++++++++++++++++++++++++++ 1 file changed, 64 insertions(+) create mode 100644 ai_research/ethics_privacy/README.md diff --git a/ai_research/ethics_privacy/README.md b/ai_research/ethics_privacy/README.md new file mode 100644 index 0000000..66e7b0a --- /dev/null +++ b/ai_research/ethics_privacy/README.md @@ -0,0 +1,64 @@ +# AI Ethics and Privacy Resources + + +### Databases for Human Activity Recognition: + +1. **MobiAct** + - URL: [MobiAct GitHub](https://github.com/MatheLi/Fall_Detection_App_AI/blob/master/posts/The_dataset.md) + +2. **NHANES Dataset** + - URL: [NHANES](http://www.sal.disco.unimib.it/technologies/unimib-shar/) + +3. **UniMiB SHAR** + - URL: [UniMiB SHAR](https://wwwn.cdc.gov/nchs/nhanes/) + +4. **UCI Human Activity Recognition Using Smartphones Dataset** + - URL: [UCI HAR Dataset](https://archive.ics.uci.edu/dataset/240/human+activity+recognition+using+smartphones) + +5. **ISDM (Wireless Sensor Data Mining)** + - URL: [ISDM on GitHub](https://github.com/topics/wireless-sensor-data-mining) + +6. **HHAR (Heterogeneity Human Activity Recognition)** + - URL: [HHAR on GitHub](https://github.com/Limmen/Distributed_ML) + +7. **PAMAP2 Physical Activity Monitoring** + - URL: [PAMAP2 on UCI](https://archive.ics.uci.edu/dataset/231/pamap2+physical+activity+monitoring) + +8. **Daphnet Freezing of Gait** + - URL: [Daphnet on UCI](https://archive.ics.uci.edu/dataset/245/daphnet+freezing+of+gait) + +9. **Actitracker** + - URL: [Actitracker on GitHub](https://github.com/gomahajan/har-actitracker) + +10. **Daily and Sports Activities** + - URL: [Daily and Sports Activities on UCI](https://archive.ics.uci.edu/dataset/256/daily+and+sports+activities) + +11. **Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL)** + - URL: [HAR in AAL on UCI](https://archive.ics.uci.edu/dataset/364/smartphone+dataset+for+human+activity+recognition+har+in+ambient+assisted+living+aal) + +12. **Opportunity Activity Recognition** + - URL: [Opportunity on UCI](https://archive.ics.uci.edu/dataset/226/opportunity+activity+recognition) + +13. **CASAS** + - URL: [CASAS](https://casas.wsu.edu/datasets/) + +14. **MSR Daily Activity 3D** + - URL: [MSR Daily Activity 3D](https://wangjiangb.github.io/my_data.html) + +15. **REALDISP Activity Recognition Dataset** + - URL: [REALDISP](https://mldta.com/dataset/realdisp-activity-recognition-dataset/) + +### 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 +