Yannis Kalfas's repositories
Home_Surveillance_with_Python
Motion detection using OpenCV (Raspberry Pi compatible), alerting through pushbullet, served with flask.
dl_tutorial_for_msc_students
Tutorial for MSc. students on getting started with DL and image classification.
stickybugs-ai
Insect image data analysis & modelling for classification/recognition purposes.
streamlit-basic-image-processing
Practicing MLOps
wingbeat_frequencies
code for my 1st article in the PhD, deep learning using data from optic sensors
audiovisual
Audio and video processing in raspberry pi (draft)
custom_object_detection_docker
This repository creates a docker image (singularity support soon) to train an object detection system on 1 class using Tensoflow's object detection API.
fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
image_bbox_slicer
This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of code, one can slice images and their bounding box annotations into smaller tiles, both into specific sizes and into any arbitrary number of equal parts. The tool also supports resizing of images and their bounding box annotations, both by specific sizes and by a resizing/scaling factor.
keras-vggface
VGGFace implementation with Keras Framework
nicegui
Create web-based UI with Python. The nice way.
pimoroni_sensors_pi
Reading and saving pimoroni enviroplus / enviro+ sensor data using Python and a Raspberry Pi.
prospector
Inspects Python source files and provides information about type and location of classes, methods etc
pyflakes
A simple program which checks Python source files for errors
pytorch-timeseries
PyTorch implementations of neural networks for timeseries classification
SpecAugment
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
UCR_Time_Series_Classification_Deep_Learning_Baseline
Fully Convlutional Neural Networks for state-of-the-art time series classification