Spaces:
Running
Running
File size: 9,052 Bytes
b664dbe 009de70 b664dbe 009de70 1a7b22d b664dbe 009de70 7daaa53 b664dbe 7daaa53 b664dbe 009de70 1a7b22d 009de70 7daaa53 009de70 dc82a28 1a7b22d 7daaa53 009de70 1a7b22d 009de70 dc82a28 1a7b22d 7daaa53 009de70 1a7b22d dc82a28 1a7b22d dc82a28 1a7b22d dc82a28 1a7b22d 7daaa53 1a7b22d e2c12d2 1a7b22d dc82a28 1a7b22d b664dbe 1a7b22d b664dbe 1a7b22d dc82a28 b664dbe dc82a28 b664dbe 1a7b22d dc82a28 1a7b22d dc82a28 1a7b22d dc82a28 1a7b22d dc82a28 1a7b22d dc82a28 1a7b22d e2c12d2 b664dbe dc82a28 1a7b22d b664dbe 1a7b22d b664dbe dc82a28 1a7b22d dc82a28 1a7b22d b664dbe 1a7b22d 7daaa53 1a7b22d e2c12d2 1a7b22d b664dbe 7daaa53 1a7b22d b664dbe 1a7b22d b664dbe 1a7b22d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 |
# @lerobot/web
interact with your robot in JS (WebSerial + WebUSB), inspired by [LeRobot](https://github.com/huggingface/lerobot)
🚀 **[Try the live demo →](https://huggingface.co/spaces/NERDDISCO/LeRobot.js)**
## Installation
```bash
# pnpm
pnpm add @lerobot/web
# npm
npm install @lerobot/web
# yarn
yarn add @lerobot/web
```
## Quick Start
```typescript
import { findPort, releaseMotors, calibrate, teleoperate } from "@lerobot/web";
// 1. find and connect to hardware like a robot arm
const findProcess = await findPort();
const robots = await findProcess.result;
const robot = robots[0];
// 2. release the motors and put them into the homing position
await releaseMotors(robot);
// 3. calibrate the motors by moving each motor through its full range of motion
const calibrationProcess = await calibrate({
robot,
onProgress: (message) => console.log(message),
onLiveUpdate: (data) => console.log("Live positions:", data),
});
// when done, stop calibration and get the min/max ranges for each motor
// which we need to control the robot in its defined ranges
calibrationProcess.stop();
const calibrationData = await calibrationProcess.result;
// 4. start controlling the robot arm with your keyboard
const teleop = await teleoperate({
robot,
calibrationData,
teleop: { type: "keyboard" }, // or { type: "direct" }
});
teleop.start();
// stop any control
teleop.stop();
```
## Core API
### `findPort(config?): Promise<FindPortProcess>`
Discovers and connects to robotics hardware using WebSerial API. Two modes: interactive (shows port dialog) and auto-connect (reconnects to known robots).
#### Interactive Mode (Default)
First-time usage or discovering new robots. Shows native browser port selection dialog.
```typescript
// User selects robot via browser dialog
const findProcess = await findPort();
const robots = await findProcess.result; // RobotConnection[]
const robot = robots[0]; // User-selected robot
// Configure and save robot for future auto-connect
robot.robotType = "so100_follower";
robot.robotId = "my_robot_arm";
// Save to localStorage (or your storage system)
localStorage.setItem(
`robot-${robot.serialNumber}`,
JSON.stringify({
robotType: robot.robotType,
robotId: robot.robotId,
serialNumber: robot.serialNumber,
})
);
```
#### Auto-Connect Mode
Automatically reconnects to previously configured robots without showing dialogs.
```typescript
// Build robotConfigs from saved data
const robotConfigs = [];
// Option 1: Load from localStorage (typical web app pattern)
for (let i = 0; i < localStorage.length; i++) {
const key = localStorage.key(i);
if (key?.startsWith("robot-")) {
const saved = JSON.parse(localStorage.getItem(key)!);
robotConfigs.push({
robotType: saved.robotType,
robotId: saved.robotId,
serialNumber: saved.serialNumber,
});
}
}
// Option 2: Create manually if you know your robots
const robotConfigs = [
{ robotType: "so100_follower", robotId: "left_arm", serialNumber: "USB123" },
{ robotType: "so100_leader", robotId: "right_arm", serialNumber: "USB456" },
];
// Auto-connect to all known robots
const findProcess = await findPort({
robotConfigs,
onMessage: (msg) => console.log(msg),
});
const robots = await findProcess.result;
const connectedRobots = robots.filter((r) => r.isConnected);
console.log(
`Connected to ${connectedRobots.length}/${robotConfigs.length} robots`
);
```
#### RobotConfig Structure
```typescript
interface RobotConfig {
robotType: "so100_follower" | "so100_leader";
robotId: string; // Your custom identifier (e.g., "left_arm")
serialNumber: string; // Device serial number (from previous findPort)
}
```
#### Options
- `robotConfigs?: RobotConfig[]` - Auto-connect to these known robots
- `onMessage?: (message: string) => void` - Progress messages callback
#### Returns: `FindPortProcess`
- `result: Promise<RobotConnection[]>` - Array of robot connections
- `stop(): void` - Cancel discovery process
---
### `calibrate(config): Promise<CalibrationProcess>`
Calibrates motor homing offsets and records range of motion.
```typescript
const calibrationProcess = await calibrate({
robot,
onProgress: (message) => {
console.log(message); // "⚙️ Setting motor homing offsets"
},
onLiveUpdate: (data) => {
// Real-time motor positions during range recording
Object.entries(data).forEach(([motor, info]) => {
console.log(`${motor}: ${info.current} (range: ${info.range})`);
});
},
});
// Move robot through full range of motion...
// When finished recording ranges, stop the calibration
console.log("Move robot through its range, then stopping in 10 seconds...");
setTimeout(() => {
calibrationProcess.stop(); // Stop range recording
}, 10000);
const calibrationData = await calibrationProcess.result;
// Save calibration data to localStorage or file
```
#### Options
- `config: CalibrateConfig`
- `robot: RobotConnection` - Connected robot from `findPort()`
- `onProgress?: (message: string) => void` - Progress messages
- `onLiveUpdate?: (data: LiveCalibrationData) => void` - Real-time position updates
#### Returns: `CalibrationProcess`
- `result: Promise<WebCalibrationResults>` - Calibration data (Python-compatible format)
- `stop(): void` - Stop calibration process
#### Calibration Data Format
```typescript
{
"shoulder_pan": {
"id": 1,
"drive_mode": 0,
"homing_offset": 47,
"range_min": 985,
"range_max": 3085
},
// ... other motors
}
```
---
### `teleoperate(config): Promise<TeleoperationProcess>`
Enables real-time robot control with extensible input devices. Supports keyboard control and direct programmatic movement, with architecture for future input devices like leader arms and joysticks.
#### Keyboard Teleoperation
```typescript
import { teleoperate, KeyboardTeleoperator } from "@lerobot/web";
const keyboardTeleop = await teleoperate({
robot,
calibrationData: savedCalibrationData, // From calibrate()
teleop: { type: "keyboard" }, // Uses keyboard controls
onStateUpdate: (state) => {
console.log(`Active: ${state.isActive}`);
console.log(`Motors:`, state.motorConfigs);
},
});
// Start keyboard control
keyboardTeleop.start();
// Access keyboard-specific methods
const keyboardController = keyboardTeleop.teleoperator as KeyboardTeleoperator;
await keyboardController.moveMotor("shoulder_pan", 2048);
// Stop when finished
setTimeout(() => keyboardTeleop.stop(), 30000);
```
#### Direct Teleoperation
```typescript
import { teleoperate, DirectTeleoperator } from "@lerobot/web";
const directTeleop = await teleoperate({
robot,
calibrationData: savedCalibrationData,
teleop: { type: "direct" }, // For programmatic control
onStateUpdate: (state) => {
console.log(`Motors:`, state.motorConfigs);
},
});
directTeleop.start();
// Access direct control methods
const directController = directTeleop.teleoperator as DirectTeleoperator;
await directController.moveMotor("shoulder_pan", 2048);
await directController.setMotorPositions({
shoulder_pan: 2048,
elbow_flex: 1500,
});
// Stop when finished
setTimeout(() => directTeleop.stop(), 30000);
```
#### Options
- `config: TeleoperateConfig`
- `robot: RobotConnection` - Connected robot from `findPort()`
- `teleop: TeleoperatorConfig` - Teleoperator configuration:
- `{ type: "keyboard", stepSize?: number, updateRate?: number, keyTimeout?: number }` - Keyboard control
- `{ type: "direct" }` - Direct programmatic control
- `calibrationData?: { [motorName: string]: any }` - Calibration data from `calibrate()`
- `onStateUpdate?: (state: TeleoperationState) => void` - State change callback
#### Returns: `TeleoperationProcess`
- `start(): void` - Begin teleoperation
- `stop(): void` - Stop teleoperation and clear states
- `getState(): TeleoperationState` - Current state and motor positions
- `teleoperator: BaseWebTeleoperator` - Access teleoperator-specific methods:
- **KeyboardTeleoperator**: `updateKeyState()`, `moveMotor()`, etc.
- **DirectTeleoperator**: `moveMotor()`, `setMotorPositions()`, etc.
- `disconnect(): Promise<void>` - Stop and disconnect
#### Keyboard Controls (SO-100)
```
Arrow Keys: Shoulder pan/lift
WASD: Elbow flex, wrist flex
Q/E: Wrist roll
O/C: Gripper open/close
Escape: Emergency stop
```
---
### `releaseMotors(robot, motorIds?): Promise<void>`
Releases motor torque so robot can be moved freely by hand.
```typescript
// Release all motors for calibration
await releaseMotors(robot);
// Release specific motors only
await releaseMotors(robot, [1, 2, 3]);
```
#### Options
- `robot: RobotConnection` - Connected robot
- `motorIds?: number[]` - Specific motor IDs (default: all motors for robot type)
## Browser Requirements
- **chromium 89+** with WebSerial and WebUSB API support
- **HTTPS or localhost**
- **User gesture** required for initial port selection
## Hardware Support
Currently supports SO-100 follower and leader arms with STS3215 motors. More devices coming soon.
|