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Robotics Weekly

Top signals, companies, and market moves across robotics.

Sensors & Vision

Robots perceive the world through LiDAR, depth cameras, IMUs, force sensors, and learned vision models — turning raw signals into pose estimates, object detections, and safe motion.

COMMERCIALMARKET $8B+FORECAST CAGR +18%

Why it matters: Perception is the bottleneck for reliable autonomy. Sensor choice and fusion strategy determine what tasks a robot can perform in clutter, poor lighting, or dynamic human environments.

Platforms tracked
40+
Pending Review
Companies tracked
12
Pending Review
Technologies linked
10
Pending Review
Signals linked
—
Pending Review
Eventslinked
—
Pending Review
Market estimate
$8B+ perception stack
Pending Review
SUBCATEGORIES

LiDAR

12 estimated

2D/3D ranging for navigation and mapping.

Detail page pending

RGB-D & stereo

10 estimated

Depth cameras for manipulation and SLAM.

Detail page pending

IMU & proprioception

8 estimated

Orientation and motion sensing.

Detail page pending

Force / torque

6 estimated

Contact-rich manipulation sensing.

Detail page pending

Vision models

15 estimated

Detection, segmentation, and VLA backbones.

Detail page pending

Featured sensors & vision platforms

View all platforms
COMMERCIAL
Photo coming soon

3D LiDAR

AMR navigation & mapping

COMMERCIAL
Photo coming soon

RGB-D camera

Manipulation & pick

COMMERCIAL
Photo coming soon

Force/torque

Assembly & cobots

Sourced from tracked platforms for .

Featured companies

View all companies
Logo coming soon

Velodyne

Company intelligence

Logo coming soon

Ouster

Company intelligence

Logo coming soon

Intel RealSense

Company intelligence

MARKET OVERVIEW
Commercial$8B+ robotics perception componentsForecast CAGR +18%

ADOPTION DRIVERS

  • ▸AMR proliferation
  • ▸Cobot vision guidance
  • ▸Off-road autonomy

BLOCKERS

  • ▸Sensor cost at scale
  • ▸Calibration maintenance
  • ▸Domain shift in unstructured scenes

Connected intelligence

Latest signals

No reviewed signals linked for Sensors & Vision yet

Related jobs

  • Perception rolesJobs

Relevant events

  • EventsCalendar

Related open models

  • OpenVLAVLA
  • GR00T N1VLA
  • SmolVLA
FULL DATA TABLE
3 rows · click to expand
·MODALITYTYPICAL USEMATURITY
Modality:3D LiDAR
Typical use:AMR navigation & mapping
Maturity:COMMERCIAL
Modality:RGB-D camera
Typical use:Manipulation & pick
Maturity:COMMERCIAL
Modality:Force/torque
Typical use:Assembly & cobots
Maturity:COMMERCIAL
sensors-vision
Logo coming soon

SICK

Company intelligence

Logo coming soon

NVIDIA

Company intelligence

Technology stack

  • ◇LiDAR fusion
  • ◇Visual odometry
  • ◇Point cloud segmentation
  • ◇Camera calibration
  • ◇Sim-to-real
  • ◇Edge TPUs
  • ◇ROS perception stacks
Technology library
VLA
  • CogACTVLA
  • X-VLAVLA

    • Related companies

    • Hardware directoryComponents

    Product catalog

    Published product records for this Atlas category — specifications, suppliers, and compatibility.

    Full catalog →
    • LiDAR6
    • Sensors66
    • Industrial Cameras51