10 Best Face Recognition Open Source In The Us
Best Choice1
LewanSoulPuppyPi Robot Dog for Raspberry Pi, ROS Open Source TOF Lidar AI Vision Quadruped Bionic Smart Robot Kit OpenCV Linux Python Programmable Face Color Recognition Navigation, with RPi 4B 8GB
Main highlights- Various Control Methods & FPV Live Camera Feed - You can conveniently control PuppyPi through the WonderPi app available for Android and iOS devices, PC software, or a wireless PS2 handle. Additionally, PuppyPi provides a first-person perspective experience by transmitting the live camera feed to the app.
- Gait Planning, Free Adjustment - PuppyPi incorporates an inverse kinematics algorithm offering precise control over the touch time, lift time, and lifting height of each leg. You can easily adjust these parameters to achieve different gaits, including ripple and trot. Additionally, PuppyPi provides a detailed analysis of inverse kinematics, along with the source code for the inverse kinematics function.
- Driven by Raspberry Pi & Coreless Servos - PuppyPi is an AI vision quadruped robot driven by Raspberry Pi 4B 8GB and built on the Robot Operating System (ROS). It is equipped with 8 stainless steel coreless servos, delivering high-precision performance, rapid rotation speed, and a robust torque of 8KG.cm. With an IMU sensor, PuppyPi Pro can detect its posture in real-time, enabling self-balancing capabilities.
- AI Vision, Unlimited Creativity - PuppyPi is equipped with an HD wide-angle camera boasting a 100W-pixel resolution. It utilizes the OpenCV library for efficient image processing, enabling a diverse range of AI applications, including target recognition and localization, line following, obstacle avoidance, face detection, ball shooting, color tracking, and rag recognition.
9.9Exceptional
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Value for Money2
HIWONDERHiwonder JetArm 6DOF Robotic Arm Powered by Jetson Nano Robot Arm Kits ROS Open Source AI Vision Recognition Program Robot for ROS Education Scenarios（Advanced Kit）
Main highlights- Robot Control Across Platforms.JetArm provides multiple control methods, like WonderAi app (compatible with iOS and Android system), wireless handle, Robot Operating System (ROS) and keyboard, allowing you to control the robot at will.
- High-performance Vision Robot Arm.JetArm includes a 6DOF vision robot arm, featuring intelligent serial bus servos with a torque of 35KG. An HD camera is positioned at the end of robot arm, which provides a first-person perspective for object gripping tasks.
- Far-field Voice Interaction.JetArm ultimate kit incorporates a circular microphone array and speaker allowing for man-robot interaction applications, including Text to Speech conversion, 360° sound source localization, voice-controlled mapping navigation, etc. Integrated with vision robot arm, JetArm can implement voice-controlled gripping and transporting.
- Driven by AI, powered by Jetson Nano.JetArm is a desktop-level AI vision robot arm developed for ROS education scenarios. It supports Python programming, uses deep learning frameworks, and is developed in conjunction with MediaPipe to implement AI creative projects such as object image recognition, somatosensory control, and voice interaction.
- Depth Point Cloud, 3D Scene Flexible Grabbing.JetArm is equipped with a high-performance 3D depth camera. Based on the RGB data, position coordinates and depth information of the target, combined with RGB+D fusion detection, it can realize free grabbing in 3D scene and other AI projects.
9.8Exceptional
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3
LewanSoulMechDog Robot Dog for Arduino Scratch Python Starter Smart Robot Kit with ESP32 AI Camera, Self Balancing Target Recognition&Tracing Open Source Bionic Quadruped Programming Science Set, Advance Kit
Main highlights- Smart Robot Dog for Everybody: No assembly required, MechDog robot dog is easy to use and program! Whether you are a robotics newbie, student, robot lover, or engineer, MechDog will be a perfect choice! Order today to enjoy early!
- MechDog robot dog is an AI dog robot for students and robot beginners in artificial intelligence education. It can perform as a real pet dog, allowing learners to learn mechanics, electronics, programming, automation, and AI while playing with it, laying the foundation for adapting to future artificial intelligence life.
- Inverse Kinematics for Flexible Movement: MechDog features built-in inverse kinematics that support real-time adjustments of walking direction and posture, resulting in more flexible and lifelike movements.
- Extensive Expansion for Creativity: MechDog can be enhanced with various sensors and electronic modules. It is also compatible with LEGO components, allowing for a broad range of creative applications.
- Driven by Coreless Servos: MechDog is equipped with 8 high-speed coreless servos, providing high accuracy and robust force. Its leg linkage structure enables swift and precise walking.
- Cross-Platform Control with Multiple Programming Options: MechDog supports control via PC software and a mobile app. It can be programmed using Python, Scratch, or Arduino, offering a variety of programming options.
9.7Exceptional
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4
HIWONDERHIWONDER Quadruped Robot with AI Vision Powered by Raspberry Pi 5 8GB ROS Open Source Robot Dog for Adults and Teens（Advanced Kits）
Main highlights- We offer an extensive collection of tutorials.These tutorials cover wide range of topics, including getting ready, Linux operating system, ROS, OpenCV, motion control, AI vision development and action editing. Please note that our technical support is limited to the existing learning tutorials, and we do not provide assistance for secondary development.
- Various Control Methods and FPV Live Camera Feed.You can conveniently control PuppyPi through WonderPi app available for Android and iOS devices, PC software, or a wireless PS2 handle. Additionally, PuppyPi Pro provides a first-person perspective experience by transmitting the live camera feed to the app.
- Gait Planning, Free Adjustment.PuppyPi incorporates inverse kinematics algorithm offering precise control over the touch time, lift time, and lifted height of each leg. You can easily adjust these parameters to achieve different gaits, including ripple and trot. Additionally, PuppyPi Pro provides detailed analysis of inverse kinematics, along with the source code for the inverse kinematics function.
- Driven by Raspberry Pi 5 and Coreless Servos.PuppyPi is an AI vision quadruped robot driven by Raspberry Pi 5 and built on the Robot Operating System (ROS). It is equipped with 8 stainless steel coreless servos, delivering high-precision performance, rapid rotation speed, and a robust torque of 8KG.cm. With an IMU sensor, PuppyPi can detect its posture in real-time, enabling self-balancing capabilities.
- AI Vision, Unlimited Creativity.PuppyPi is equipped with an HD wide-angle camera boasting 100W-pixel resolution. It utilizes OpenCV library for efficient image processing, enabling a diverse range of AI applications, including target recognition and localization, line following, obstacle avoidance, face detection, ball shooting, color tracking and tag recognition.
9.6Exceptional
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5
waveshareWaveshare UGV Rover Open-Source 6 Wheels 4WD AI Robot,Compatible with Raspberry Pi 5, Dual Controllers, Comes with Pan-Tilt Module, PI5-4GB Included
Main highlights- [Recognition, Tracking, And Targeting] Based On OpenCV To Achieve Color Recognition And Automatic Targeting. Supports One-Key Pan-Tilt Control And Automatic LED Lighting, Allows Expansion For More Functions
- [Real-Time Wireless Transmission] Adopts Flask Lightweight Web Application, Based On WebRTC Ultra-Low Latency Real-Time Transmission, Using Python Language And Easy To Extend, Working Seamlessly With OpenCV
- [Kit Selection] Optional Pan-Tilt Module (PT Version only) for better expansion potential. Options for host controller (Raspberry Pi 4B / Raspberry Pi 5), or you can choose the Acce Version if you've got a Pi. All kits are equipped with a camera, mounting accessories, TF card, cooling fan, etc.
- [Face Detection] Based On OpenCV To Achieve Face Recognition, Supports Automatic Photo Taking Or Video Recording Once A Face Is Recognized
- [Easy To Control] No App Installation Required, Allows Users To Connect And Control The Robot Via Mobile Phones, Tablets And Computers Via Browser Web App. Supports Shortcut Key Control Such As WASD And The Mouse Via A PC With Keyboard
- [Dual Controller] The Host Controller Adopts Raspberry Pi For AI Vision And Strategy Planning, And The Sub Controller Uses ESP32 For Motion Control And Sensor Data Processing
- [360° Flexible Omnidirectional Pan-Tilt] Equipped With 5MP 160° Wide-Angle Camera For Capturing Every Detail. The Pan-Tilt adopts high-torque bus servos with excellent expansion potential, providing a better control experience as FPS games
9.5Excellent
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6
waveshareWaveshare UGV Rover Open-Source 6 Wheels 4WD AI Robot,Compatible with Raspberry Pi 4B, Dual Controllers, Comes with Pan-Tilt Module, PI4B-4GB Included
Main highlights- [Recognition, Tracking, And Targeting] Based On OpenCV To Achieve Color Recognition And Automatic Targeting. Supports One-Key Pan-Tilt Control And Automatic LED Lighting, Allows Expansion For More Functions
- [Real-Time Wireless Transmission] Adopts Flask Lightweight Web Application, Based On WebRTC Ultra-Low Latency Real-Time Transmission, Using Python Language And Easy To Extend, Working Seamlessly With OpenCV
- [Kit Selection] Optional Pan-Tilt Module (PT Version only) for better expansion potential. Options for host controller (Raspberry Pi 4B / Raspberry Pi 5), or you can choose the Acce Version if you've got a Pi. All kits are equipped with a camera, mounting accessories, TF card, cooling fan, etc.
- [Face Detection] Based On OpenCV To Achieve Face Recognition, Supports Automatic Photo Taking Or Video Recording Once A Face Is Recognized
- [Easy To Control] No App Installation Required, Allows Users To Connect And Control The Robot Via Mobile Phones, Tablets And Computers Via Browser Web App. Supports Shortcut Key Control Such As WASD And The Mouse Via A PC With Keyboard
- [Dual Controller] The Host Controller Adopts Raspberry Pi For AI Vision And Strategy Planning, And The Sub Controller Uses ESP32 For Motion Control And Sensor Data Processing
- [360° Flexible Omnidirectional Pan-Tilt] Equipped With 5MP 160° Wide-Angle Camera For Capturing Every Detail. The Pan-Tilt adopts high-torque bus servos with excellent expansion potential, providing a better control experience as FPS games
9.4Excellent
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7
HIWONDERHIWONDER 6DOF Robotic Arm Kit Powered by Raspberry Pi 5 4GB AI Vision Programming Robot Arm ROS Open Source for Adults and Teens(Developer Kit)
Main highlights- Robot Control Across Platforms.ArmPi FPV provides multiple control methods, like WonderPi app (compatible with iOS and Android system), wireless handle, mouse, PC software and Robot Operating System, allowing you to control the robot at will.
- ROS Robot Arm Powered by Raspberry Pi 5.ArmPi FPV is an open-source AI robot arm based on Robot Operating System and powered by Raspberry Pi 5. Loaded with high-performance intelligent servos and AI camera, and programmable using Python, it is capable of vision recognition and gripping.
- Inverse Kinematics Algorithm.ArmPi FPV employs an inverse kinematics algorithm, enabling precise target tracking and gripping within. It also provides detailed analysis on inverse kinematics, DH model, and offers the source code for the inverse kinematics function.
- Abundant AI Applications.Guided by intelligent vision, ArmPi FPV excels in executing functions such as stocking in, stocking out, and stock transfer, realizing integration into Industry 4.0 environments.
- AI Vision Recognition and Tracking.A HD wide-angle camera is positioned at the end of ArmPi FPV, providing real-time First-Person View (FPV) transmission with a resolution of 100W pixels. By processing images with OpenCV, it can recognize color, tag and human face, opening up a wide range of AI applications, such as color sorting, target tracking, intelligent stacking and face detection.
9.2Excellent
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8
waveshareWaveshare UGV Beast ROS 2 Open-Source Off-Road Tracked AI Robot, Dual Controllers, Computer Vision, All-Metal Body, Flexible and Expandable, Compatible with Raspberry Pi 5 (Included)
Main highlights- There are several options for this item, this option includes Pi 5. All kits are equipped with a camera, mounting accessories, TF card, cooling fan, etc. For more content details, please check the image 2
- The UGV Beast ROS2 Kit is an AI robot designed for exploration and creation with excellent expansion potential, based on ROS 2 and equipped with Lidar and depth camera, seamlessly connecting your imagination with reality. Suitable for tech enthusiasts, makers, or beginners in programming, it is your ideal choice for exploring the world of intelligent technology.
- Rich WiKi Resources: We provide official Wiki resources, please contact us for more information.
- Equipped with the high-performance Raspberry Pi computer to meet the challenges of complex strategies and functions, and inspire your creativity. Adopts dual-controller design, combines the high-level AI functions of the host controller with the high-frequency basic operations of the sub controller, making every operation accurate and smooth.
- Easy to be controlled remotely via UGV Beast Web Application without downloading any software, just open your browser and start your journey. You can use the basic ROS 2 functions of the robot without installing a virtual machine on the PC. Supports high-frame rate real-time video transmission and multiple AI Computer Vision functions, the UGV Beast is an ideal platform to realize your ideas and creativity!
9.1Excellent
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9
TUOPUONEUGV Rover ROS 2 Open-Source 6 Wheels 4WD AI Robot, Dual Controllers, Computer Vision, Comes with Interactive Tutorials, All-Metal Body, Suitable for Raspberry Pi 5 (RPi 5 NOT Included)
Main highlights- You can use the basic ROS 2 functions of the robot without installing a virtual machine on the PC. Supports high-frame rate real-time video transmission and multiple AI Computer Vision functions, the UGV Rover is an ideal platform to realize your ideas and creativity!
- This Version Kit DOESN'T include RPi 5. All kits are equipped with a camera, mounting accessories, TF card, cooling fan, etc.
- The UGV Rover ROS2 Kit is an AI robot designed for exploration and creation with excellent expansion potential, based on ROS 2 and equipped with Lidar and depth camera, seamlessly connecting your imagination with reality.
- Suitable for tech enthusiasts, makers, or beginners in programming, it is your ideal choice for exploring the world of intelligent technology.
- Equipped with the high-performance Raspberry Pi computer to meet the challenges of complex strategies and functions, and inspire your creativity. Adopts dual-controller design, combines the high-level AI functions of the host controller with the high-frequency basic operations of the sub controller, making every operation accurate and smooth.
- Easy to be controlled remotely via UGV Rover Web Application without downloading any software, just open your browser and start your journey.
9.0Excellent
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10
HIWONDERHIWONDER JetMax AI Robot Arm Building Kit for Jetson Nano Robot Kit ROS Open Source Vision Recognition Program Robot with Detailed tutorials and Source Codes (JetMax Standard)
Main highlights- We offer an extensive collection of up to 211 tutorials, available in dual languages.These tutorials cover wide range of topics, including getting ready, Linux operating system, ROS, OpenCV, motion control, AI deep learning, inverse kinematics and practical application, action editing and creative application.
- Robot Control Across Platforms.JetMax provides multiple control methods, like WonderAi app (compatible with iOS and Android system), wireless handle, PC software, Robot Operating System and mouse, allowing you to control the robot at will. By importing corresponding codes, you can command JetMax to perform specific actions.
- Inverse Kinematics Algorithm.JetMax employs an inverse kinematics algorithm, enabling precise target tracking, gripping, sorting, and stacking. It also provides detailed analysis on inverse kinematics, DH model, and offers the source code for the inverse kinematics function.
- Driven by AI ,Powered by Jetson Nano.JetMax is an open-source AI robot arm based on Robot Operating System and powered by Jetson Nano control system. It supports programmed in Python, leverages mainstream deep learning frameworks, incorporates MediaPipe development, enables YOLO model training, and utilizes TensorRT acceleration. This combination delivers a diverse range of AI applications, including object recognition, object sorting, target tracking and somatosensory control.
- AI Vision, Deep Learning.A HD camera is positioned at the end of JetMax, which enables real-time First-Person View (FPV) transmission and can recognize color, face, gesture, etc. Combined with advanced computing capabilities of Jetson Nano and deep learning, JetMax can train models for various interesting applications, including image, number, alphabet recognition, and object gripping and transportation.
8.9Very Good
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