markers
Datasets
All datasets matching “markers”markers_bmai-writing-markers
ai-writing-markers
A curated, source-backed catalogue of textual markers associated with AI-generated
(LLM) writing, plus a small dependency-free Python checker that scans your text for
them.
Use it to audit and edit your own drafts, to teach what "AI voice" looks like,
or as a machine-readable dataset (markers.json) for other tools.
[!WARNING]
This is not an AI detector. These markers are weak signals, not proof of
authorship. Independent studies report false-positive rates… See the full description on the dataset page: https://huggingface.co/datasets/humzakt/ai-writing-markers.markers-experiment-green-mergedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/filesmuggler/markers-experiment-green-merged.markers-experiment-green-20_20260816_150707This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/filesmuggler/markers-experiment-green-20_20260816_150707.mv-umi-markers-placement-raw-lerobot
Markers Placement (Raw)
Visualizers
LeRobot Visualizer
Neural Motion Visualizer
Overview
This dataset is a conversion from an upstream robotics dataset into LeRobot v3-compatible format.
It is intended to provide reproducible access in a unified schema.
Source Dataset
Dataset ID: mv-umi-markers-placement-raw
Project: MV-UMI
Task: Markers Placement (Raw)
Upstream download/source URL:… See the full description on the dataset page: https://huggingface.co/datasets/DaivdYuan/mv-umi-markers-placement-raw-lerobot.mv-umi-markers-placement-seg-lerobot
Markers Placement (Seg)
Visualizers
LeRobot Visualizer
Neural Motion Visualizer
Overview
This dataset is a conversion from an upstream robotics dataset into LeRobot v3-compatible format.
It is intended to provide reproducible access in a unified schema.
Source Dataset
Dataset ID: mv-umi-markers-placement-seg
Project: MV-UMI
Task: Markers Placement (Seg)
Upstream download/source URL:… See the full description on the dataset page: https://huggingface.co/datasets/DaivdYuan/mv-umi-markers-placement-seg-lerobot.