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Bartosz Ptak's Projects

arcyfood icon arcyfood

Template for building simple and elegant web mapping applications with Bootstrap and Leaflet

clover icon clover

ROS-based framework and RPi image to control PX4-powered drones 🍀

deepsort icon deepsort

Simple Online and Realtime Tracking with a Deep Association Metric

depther icon depther

Collect images, calibrate your dual camera and make depth image at home

efficientdet icon efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow - the minimal version needed for inferences

eye_based_drowsiness_detection icon eye_based_drowsiness_detection

Part of BEng Thesis: a vision-based driver drowsiness and disengagement assessment system - python and raspberry, openvivo and intel NCS

flappybird_gamebot icon flappybird_gamebot

Training and evaluation of the Flappybird bot, the q-learning application in Keras

gaze_points_dataset_model icon gaze_points_dataset_model

Part of BEng Thesis: a set of photos of eyes with annotations of 7 points, trained Hourglass Model to infer them

machinelearningcourse icon machinelearningcourse

Code for Machine learning course (PUTvision @ Poznan University of Technology, Institute of Robotics and Machine Intelligence)

mosaic_maker icon mosaic_maker

Web application to create mosaics - Flask and OpenCV in Python, tested with Docker and launched as an application in Heroku

mot_evaluation icon mot_evaluation

A python implementation of Multiple Object Tracking(MOT) evaluation toolkit(2D)

pupiltracker icon pupiltracker

Follow the eye with the webcam. Tracking the pupil with the help of neural networks.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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