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Link to the publicly available Human Activity Recognition Datasets

  1. mmalekzadeh/motion-sense: MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
  2. Research | Datasets | Pervasive Systems group | University of Twente
  3. Mobile Phone Use Dataset
  4. Challenge 2018 – Sussex-Huawei Locomotion Dataset
  5. Challenge 2019 – Sussex-Huawei Locomotion Dataset
  6. The FORTH-TRACE dataset for human activity recognition of simple activities and postural transitions using a Body Area Network | Zenodo
  7. UCI Machine Learning Repository: Smartphone-Based Recognition of Human Activities and Postural Transitions Data Set
  8. UniMiB SHAR | Sal
  9. Long-term activity recognition from watch accelerometer data
  10. Hasc Challenge 2011
  11. UCI Machine Learning Repository: Smartphone-Based Recognition of Human Activities and Postural Transitions Data Set
  12. Sensors | Free Full-Text | Recognition and Repetition Counting for Complex Physical Exercises with Deep Learning | HTML
  13. OSF | SIMULATOR STUDY I: A Multimodal Dataset for Various Forms of Distracted Driving Files
  14. An Open Dataset for Human Activity Analysis | Kaggle
  15. Human Activity Recognition with Smartphones | Kaggle
  16. Fall Detection Data from China | Kaggle
  17. The ExtraSensory Dataset
  18. Cross-dataset Deep Transfer Learning for Activity Recognition
  19. AmI Repository
  20. AmI Repository
  21. AmI Repository
  22. AmI Repository
  23. AmI Repository
  24. UCI Machine Learning Repository: MHEALTH Dataset Data Set
  25. Human Activities Dataset
  26. https://personal.utdallas.edu/~kehtar/UTD-MHAD.html
  27. fulviomas/WHARF: Wearable Human Activity Recognition Factotum
  28. WISDM Lab: Dataset
  29. UCI Machine Learning Repository: Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL) Data Set
  30. Mendeley Data - KARD - Kinect Activity Recognition Dataset
  31. An Open Dataset for Human Activity Analysis | Kaggle
  32. Mendeley Data - MEx - Multi-modal Exercise Dataset for Human Activity Recognition
  33. UCI Machine Learning Repository: OPPORTUNITY Activity Recognition Data Set
  34. Activity Recognition | Kaggle
  35. TMD Dataset - 5 seconds sliding window | Kaggle
  36. Mendeley Data - UbiComp2012-Berlin
  37. UCI Machine Learning Repository: Daily and Sports Activities Data Set
  38. UCI Machine Learning Repository: Heterogeneity Activity Recognition Data Set
  39. UCI Machine Learning Repository: MHEALTH Dataset Data Set
  40. UCI Machine Learning Repository: Daphnet Freezing of Gait Data Set
  41. The MobiFall and MobiAct datasets | BMI Lab
  42. wiki:dataset [Human Activity/Context Recognition Datasets]
  43. CrowdSignals.io: A Massive New Mobile Data Collection Campaign
  44. realitycommons.media.mit.edu/friendsdataset.html
  45. The ExtraSensory Dataset
  46. AmI Repository
  47. UCI Machine Learning Repository: Human Activity Recognition Using Smartphones Data Set
  48. UCI Machine Learning Repository: REALDISP Activity Recognition Dataset Data Set
  49. UCI Machine Learning Repository: OPPORTUNITY Activity Recognition Data Set
  50. UCI Machine Learning Repository: Smartphone-Based Recognition of Human Activities and Postural Transitions Data Set
  51. UCI Machine Learning Repository: PAMAP2 Physical Activity Monitoring Data Set
  52. Software tools and Open data sets | Biomimetics and Intelligent Systems Group
  53. UCI Machine Learning Repository: Heterogeneity Activity Recognition Data Set
  54. The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data - Datasets - data.bris
  55. Human Activity Recognition
  56. romanchereshnev/HuGaDB: Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up and down, sitting down, and so on; and the data recorded are segmented and annotated. Data were collected from a body sensor network consisting of six wearable inertial sensors (accelerometer and gyroscope) located on the right and left thighs, shins, and feet. Additionally, two EMG sensors were used on the quadriceps (front thigh) to measure muscle activity.
  57. Human Activity Recognition
  58. njtwomey/har_datasets: A repository for unified analysis of accelerometer-based human activity recognition.