Realtimecv

Detection and classification of objects in image, video, and webcam feed using tensorflow
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Faking your webcam background under GNU/Linux, now supports background blurring, animated background, colour map effect, hologram effect and on-demand processing.
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10 months ago25mitPython
Realtime human head pose estimation with ONNXRuntime and OpenCV.
Mocapnet738
5 months ago16otherC++
We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance
Ofxmsatensorflow458
2 years ago13apache-2.0C++
openframeworks addon + examples for Google's TensorFlow numerical computation and machine learning library
Object Detection428
4 years ago4mitPython
Object detection project for real-time (webcam) and offline (video processing) application.
Alexa Sign Language Translator369
5 years ago7JavaScript
A project to make Amazon Echo respond to sign language using your webcam
Emotion298
4 years ago14mitPython
:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.
Posenet Python229
4 years ago8apache-2.0Python
A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
Facerecognition178
4 years ago2mitPython
Webcam face recognition using tensorflow and opencv
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