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cvclass-fun's Projects

arduino_constrained_mpc_library icon arduino_constrained_mpc_library

A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)

behavioral-cloning-end-to-end-learning-for-self-driving-cars icon behavioral-cloning-end-to-end-learning-for-self-driving-cars

In this project, I used a deep neural network (built with Keras) to clone car driving behavior. The dataset used to train the network is generated from Udacity's Self-Driving Car Simulator, and it consists of images taken from three different camera angles (Center - Left - Right), in addition to the steering angle, throttle, brake, and speed during each frame. The network is based on NVIDIA's paper End to End Learning for Self-Driving Cars, which has been proven to work in this problem domain.

cocostuff icon cocostuff

The official homepage of the COCO-Stuff dataset.

csfm icon csfm

A Structure From Motion implementation using OpenCV and GT SAM.

deepgaze icon deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

deepmvs icon deepmvs

DeepMVS: Learning Multi-View Stereopsis

drehmflight icon drehmflight

Teensy/Arduino flight controller and stabilization for small-scale VTOL vehicles

dreyeve icon dreyeve

Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A deep neural network learnt to reproduce the human driver focus of attention (FoA) in a variety of real-world driving scenarios.

eye-tracker icon eye-tracker

Implemented and improved the iTracker model proposed in the paper Eye Tracking for Everyone.

facerank icon facerank

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com

icgan icon icgan

Invertible conditional GANs for image editing

intro-to-cv-ud810 icon intro-to-cv-ud810

Problem Set solutions for the "Introduction to Computer Vision (ud810)" MOOC from Udacity

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