leeping-ng Goto Github PK

autoscaling-cv-inference

Experiments on autoscaling Computer Vision inference instances in the Cloud.

facial-keypoint-detection

A deep learning pipeline that detects faces present in an image, and predicts 68 facial keypoints for each face.

frame

FRAME: FRamework for AI Monitoring & Evaluation

guides

A compilation of useful guides and instructions.

image-captioning

A deep learning pipeline that generates appropriate captions for images.

lego-facial-recognition-box

A LEGO box that can open by facial recognition, powered by an encased Raspberry Pi, camera and servomotor.

lego-mindstorms-ev3-robotank

A LEGO Mindstorms EV3 robot that can follow a line, detect and shoot at targets, climb a slope and cross a trench.

ml-nlp-bert-qna-app

Question and answer app using pre-trained BERT model.

ml-references

Useful references for machine learning (e.g. how to use TensorFlow, Pytorch, clustering basics etc...).

peekingduck

Modular computer vision inference framework.

stuffibuild

Personal portfolio website

udacity-carnd-advanced-lane-lines

A computer vision project that detects lane lines on a video of a driving car for the Udacity Self-Driving Car Engineer Nanodegree.

udacity-carnd-capstone

A project implementing ROS nodes on a self driving car, for the Udacity Self Driving Car Engineer Nanodegree.

udacity-carnd-extended-kalman-filter

An Extended Kalman Filter that tracks a bicycle's position and velocity using LiDAR and radar measurements, for the Udacity Self-Driving Car Engineer Nanodegree.

udacity-carnd-kidnapped-vehicle-project

A particle filter for localizing a vehicle using LiDAR measurements, for the Udacity Self-Driving Car Engineer Nanodegree.

udacity-carnd-pid-control

A PID controller for steering a vehicle, for the Udacity Self-Driving Car Engineer Nanodegree.

udacity-carnd-traffic-sign-classifier

A deep learning project that uses a CNN to classify traffic signs, for the Udacity Self-Driving Car Engineer Nanodegree.

web-references