{
  "id": 588501,
  "title": "direction of each axis in the imu sensor?",
  "url": "/competitions/cmi-detect-behavior-with-sensor-data/discussion/588501",
  "author_name": "",
  "post_date": "2025-07-06T20:27:31.728583900Z",
  "votes": 10,
  "comment_count": 6,
  "views": 0,
  "content": "<p>Hi, maybe its a bit late that I still didn't figure it out but I just wanted to be sure</p>\n<p>by assuming the sensor  is wore in the right hand in the correct position could someone explain what each acceleration axis points to?</p>",
  "messages": [
    {
      "id": "3243173",
      "postDate": "07/06/2025 20:27:31",
      "content": "<p>Hi, maybe its a bit late that I still didn't figure it out but I just wanted to be sure</p>\n<p>by assuming the sensor  is wore in the right hand in the correct position could someone explain what each acceleration axis points to?</p>",
      "rawMarkdown": "Hi, maybe its a bit late that I still didn't figure it out but I just wanted to be sure\n\nby assuming the sensor  is wore in the right hand in the correct position could someone explain what each acceleration axis points to?",
      "votes": null
    },
    {
      "id": "3243268",
      "postDate": "07/07/2025 00:42:04",
      "content": "<p>I couldn't find any information about the axes in the BNO085 datasheet, but this guide for the BNO055 states that pitch is rotation around the X-axis, roll is rotation around the Y-axis, and yaw is rotation around the Z-axis. From the installation image and the guide image, it seems that the X-axis is the lengthwise direction of the wrist, the Y-axis is the direction of the thumb and little finger, and the Z-axis is the normal direction of the base. I think this rule is probably the same even if the model number is different.<br>\nI'm not entirely confident, but I hope this helps!</p>\n<p><a href=\"https://www.bosch-sensortec.com/media/boschsensortec/downloads/application_notes_1/bst-bno055-an007.pdf?utm_source=chatgpt.com\" target=\"_blank\">https://www.bosch-sensortec.com/media/boschsensortec/downloads/application_notes_1/bst-bno055-an007.pdf?utm_source=chatgpt.com</a> </p>",
      "rawMarkdown": "I couldn't find any information about the axes in the BNO085 datasheet, but this guide for the BNO055 states that pitch is rotation around the X-axis, roll is rotation around the Y-axis, and yaw is rotation around the Z-axis. From the installation image and the guide image, it seems that the X-axis is the lengthwise direction of the wrist, the Y-axis is the direction of the thumb and little finger, and the Z-axis is the normal direction of the base. I think this rule is probably the same even if the model number is different.\nI'm not entirely confident, but I hope this helps!\n\nhttps://www.bosch-sensortec.com/media/boschsensortec/downloads/application_notes_1/bst-bno055-an007.pdf?utm_source=chatgpt.com",
      "votes": null
    },
    {
      "id": "3243502",
      "postDate": "07/07/2025 08:27:55",
      "content": "<p>You have swapped the X and Y Axis.<br>\nThere is an image of the axis in the  BNO085 datasheet and the image of the sensor worn on the \"underside\" of the wirst shows the mounted orientation: Y is inline with the forearm, X is pointing in the direction of the thumb (when wlrn on the right hand) and Z is the normal dircetion / facing away from the palm.</p>",
      "rawMarkdown": "You have swapped the X and Y Axis.\nThere is an image of the axis in the ~~BNO055~~ BNO085 datasheet and the image of the sensor worn on the \"underside\" of the wirst shows the mounted orientation: Y is inline with the forearm, X is pointing in the direction of the thumb (when wlrn on the right hand) and Z is the normal dircetion / facing away from the palm.",
      "votes": null
    },
    {
      "id": "3243511",
      "postDate": "07/07/2025 08:44:36",
      "content": "<p>Thank you for reply!<br>\nBased on these images, I have determined that the X-axis is the axis from the shoulder to the wrist. I have made this determination based on the white circle mark in the upper left corner. Are there any other factors to consider?</p>",
      "rawMarkdown": "Thank you for reply!\nBased on these images, I have determined that the X-axis is the axis from the shoulder to the wrist. I have made this determination based on the white circle mark in the upper left corner. Are there any other factors to consider?",
      "votes": null
    },
    {
      "id": "3243533",
      "postDate": "07/07/2025 09:18:03",
      "content": "<p>yeah thats what I noticed</p>",
      "rawMarkdown": "yeah thats what I noticed",
      "votes": null
    },
    {
      "id": "3243561",
      "postDate": "07/07/2025 09:59:38",
      "content": "<p>I think you are looking at the wrong datasheet. Your image is based on the BNO055, whereas this competition uses the BNO08X (<a href=\"https://www.ceva-ip.com/wp-content/uploads/BNO080_085-Datasheet.pdf\" target=\"_blank\">https://www.ceva-ip.com/wp-content/uploads/BNO080_085-Datasheet.pdf</a>)<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12887254%2F9570b8c640c616bd398b3139b7a4da5e%2FBNO08X_orientation.png?generation=1751882266347594&amp;alt=media\" alt=\"\"></p>\n<p>Furthermore, my assumption (Y is aligned with the forearm) is supported by visualizing the rotated XYZ axis during various gestures. For example, the Y-axis is always pointing approx. straight up during the \"Write name in the air\" gesture.</p>",
      "rawMarkdown": "I think you are looking at the wrong datasheet. Your image is based on the BNO055, whereas this competition uses the BNO08X (https://www.ceva-ip.com/wp-content/uploads/BNO080_085-Datasheet.pdf)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12887254%2F9570b8c640c616bd398b3139b7a4da5e%2FBNO08X_orientation.png?generation=1751882266347594&alt=media)\n\nFurthermore, my assumption (Y is aligned with the forearm) is supported by visualizing the rotated XYZ axis during various gestures. For example, the Y-axis is always pointing approx. straight up during the \"Write name in the air\" gesture.",
      "votes": null
    },
    {
      "id": "3243583",
      "postDate": "07/07/2025 10:21:00",
      "content": "<p>I was wrong. <br>\nIt seems correct!<br>\nThank you for sharing this datasheet.  I am going to repair my code🙏</p>",
      "rawMarkdown": "I was wrong. \nIt seems correct!\nThank you for sharing this datasheet.  I am going to repair my code🙏",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3243268,
      "author_name": "soutasakurai",
      "author_url": "",
      "post_date": "07/07/2025 00:42:04",
      "content": "<p>I couldn't find any information about the axes in the BNO085 datasheet, but this guide for the BNO055 states that pitch is rotation around the X-axis, roll is rotation around the Y-axis, and yaw is rotation around the Z-axis. From the installation image and the guide image, it seems that the X-axis is the lengthwise direction of the wrist, the Y-axis is the direction of the thumb and little finger, and the Z-axis is the normal direction of the base. I think this rule is probably the same even if the model number is different.<br>\nI'm not entirely confident, but I hope this helps!</p>\n<p><a href=\"https://www.bosch-sensortec.com/media/boschsensortec/downloads/application_notes_1/bst-bno055-an007.pdf?utm_source=chatgpt.com\" target=\"_blank\">https://www.bosch-sensortec.com/media/boschsensortec/downloads/application_notes_1/bst-bno055-an007.pdf?utm_source=chatgpt.com</a> </p>",
      "votes": null,
      "replies": [
        {
          "id": 3243502,
          "author_name": "patrickaiforfun",
          "author_url": "",
          "post_date": "07/07/2025 08:27:55",
          "content": "<p>You have swapped the X and Y Axis.<br>\nThere is an image of the axis in the  BNO085 datasheet and the image of the sensor worn on the \"underside\" of the wirst shows the mounted orientation: Y is inline with the forearm, X is pointing in the direction of the thumb (when wlrn on the right hand) and Z is the normal dircetion / facing away from the palm.</p>",
          "votes": null,
          "replies": [
            {
              "id": 3243511,
              "author_name": "soutasakurai",
              "author_url": "",
              "post_date": "07/07/2025 08:44:36",
              "content": "<p>Thank you for reply!<br>\nBased on these images, I have determined that the X-axis is the axis from the shoulder to the wrist. I have made this determination based on the white circle mark in the upper left corner. Are there any other factors to consider?</p>",
              "votes": null,
              "replies": [
                {
                  "id": 3243561,
                  "author_name": "patrickaiforfun",
                  "author_url": "",
                  "post_date": "07/07/2025 09:59:38",
                  "content": "<p>I think you are looking at the wrong datasheet. Your image is based on the BNO055, whereas this competition uses the BNO08X (<a href=\"https://www.ceva-ip.com/wp-content/uploads/BNO080_085-Datasheet.pdf\" target=\"_blank\">https://www.ceva-ip.com/wp-content/uploads/BNO080_085-Datasheet.pdf</a>)<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12887254%2F9570b8c640c616bd398b3139b7a4da5e%2FBNO08X_orientation.png?generation=1751882266347594&amp;alt=media\" alt=\"\"></p>\n<p>Furthermore, my assumption (Y is aligned with the forearm) is supported by visualizing the rotated XYZ axis during various gestures. For example, the Y-axis is always pointing approx. straight up during the \"Write name in the air\" gesture.</p>",
                  "votes": null,
                  "replies": [
                    {
                      "id": 3243583,
                      "author_name": "soutasakurai",
                      "author_url": "",
                      "post_date": "07/07/2025 10:21:00",
                      "content": "<p>I was wrong. <br>\nIt seems correct!<br>\nThank you for sharing this datasheet.  I am going to repair my code🙏</p>",
                      "votes": null,
                      "replies": []
                    }
                  ]
                }
              ]
            },
            {
              "id": 3243533,
              "author_name": "tahaalshatiri",
              "author_url": "",
              "post_date": "07/07/2025 09:18:03",
              "content": "<p>yeah thats what I noticed</p>",
              "votes": null,
              "replies": []
            }
          ]
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3243173": "Hi, maybe its a bit late that I still didn't figure it out but I just wanted to be sure\n\nby assuming the sensor  is wore in the right hand in the correct position could someone explain what each acceleration axis points to?",
    "3243268": "I couldn't find any information about the axes in the BNO085 datasheet, but this guide for the BNO055 states that pitch is rotation around the X-axis, roll is rotation around the Y-axis, and yaw is rotation around the Z-axis. From the installation image and the guide image, it seems that the X-axis is the lengthwise direction of the wrist, the Y-axis is the direction of the thumb and little finger, and the Z-axis is the normal direction of the base. I think this rule is probably the same even if the model number is different.\nI'm not entirely confident, but I hope this helps!\n\nhttps://www.bosch-sensortec.com/media/boschsensortec/downloads/application_notes_1/bst-bno055-an007.pdf?utm_source=chatgpt.com",
    "3243502": "You have swapped the X and Y Axis.\nThere is an image of the axis in the ~~BNO055~~ BNO085 datasheet and the image of the sensor worn on the \"underside\" of the wirst shows the mounted orientation: Y is inline with the forearm, X is pointing in the direction of the thumb (when wlrn on the right hand) and Z is the normal dircetion / facing away from the palm.",
    "3243511": "Thank you for reply!\nBased on these images, I have determined that the X-axis is the axis from the shoulder to the wrist. I have made this determination based on the white circle mark in the upper left corner. Are there any other factors to consider?",
    "3243533": "yeah thats what I noticed",
    "3243561": "I think you are looking at the wrong datasheet. Your image is based on the BNO055, whereas this competition uses the BNO08X (https://www.ceva-ip.com/wp-content/uploads/BNO080_085-Datasheet.pdf)\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F12887254%2F9570b8c640c616bd398b3139b7a4da5e%2FBNO08X_orientation.png?generation=1751882266347594&alt=media)\n\nFurthermore, my assumption (Y is aligned with the forearm) is supported by visualizing the rotated XYZ axis during various gestures. For example, the Y-axis is always pointing approx. straight up during the \"Write name in the air\" gesture.",
    "3243583": "I was wrong. \nIt seems correct!\nThank you for sharing this datasheet.  I am going to repair my code🙏"
  },
  "source": "meta"
}