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ProductsPre-trained Vision Model

Pre-trained Vision Model Products

4 listed

Compare 4 Pre-trained Vision Model models from IDEA Research, Meta AI and NVIDIA — sourced specs side by side: Architecture, Framework and Task.

3D/Depth Camera (RGB-D)Angular (Rotary) GripperAnomaly Detection ModelArea Scan Camera (2D)Articulated RobotBall Screw / Lead ScrewBattery PackBimanual Manipulation PlatformCAD / Geometry EngineCentric (3-Jaw) GripperCycloidal / RV ReducerDeburring / Grinding ToolElectric Linear ActuatorElectric Motor (Rotary)EncoderFleet Management SoftwareForce/Torque SensorGrasp / Manipulation ModelHardwareHarmonic / Strain Wave DriveHumanoid RobotInertial Measurement Unit (IMU)Integrated Joint ActuatorLegged Robot (Non-humanoid)LiDAR ScannerLinear Guide / RailMagnetic GripperMobile Ground Robot (AMR/AGV)Motion Planning LibraryMotor Driver / Servo DriveMulti-Finger/Anthropomorphic HandPlanetary GearboxProgrammable Logic Controller (PLC)Proximity/Distance SensorRobot ControllerRobot Operating System / MiddlewareRobot Programming EnvironmentSLAM / Navigation SoftwareSafety Laser ScannerSafety Light CurtainScrewdriver/Drill EOATSimulation SoftwareSingle-Board Computer / EmbeddedSoft / Adaptive GripperSystem IntegrationTactile / Pressure SensorTool ChangerTwo-Finger (Parallel) GripperVacuum/Suction GripperVision Processing Library

YOLO11

Ultralytics

Ultralytics' flagship real-time detector family: five sizes (n→x) covering detection, instance segmentation, pose, OBB and classification, up to 54.7 mAP on COCO with ~11 ms TensorRT latency — the default choice for fast industrial object detection.

Grounding DINO

IDEA Research

Open-set object detector that finds objects from free-text prompts — no fine-tuning needed. 52.5 AP zero-shot on COCO; pairs with SAM 2 for text-prompted segmentation, the standard combo for flexible robotic perception.

SAM 2

Meta AI

Meta's foundation model for promptable segmentation in images and video — point/box prompts, multi-object tracking, streaming memory for real-time video, Apache-2.0.

FoundationPose

NVIDIA

NVIDIA's unified 6D object pose estimation and tracking model — model-based (CAD) or model-free (reference images), no fine-tuning for novel objects. #1 on the BOP leaderboard at release. Research use only.