Derick Greyling's repositories
ZF_UNET_224_Pretrained_Model
Modification of convolutional neural net "UNET" for image segmentation in Keras framework
osm-export-tool
Export customised OSM data in various file formats
places365
The Places365-CNNs for Scene Classification
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
python-ftfy
Given Unicode text, make its representation consistent and possibly less broken.
image-similarity-clustering
This project allows images to be automatically grouped into like clusters using a combination of machine learning techniques.
artificio
Deep learning computer vision algorithms for real-world use
ml-hv-grid-pub
Code for high-voltage grid mapping project with the World Bank; early 2018
sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
textgenrnn
Python module to easily generate text using a pretrained character-based recurrent neural network.
opensnitch
OpenSnitch is a GNU/Linux port of the Little Snitch application firewall.
DEXTR-KerasTensorflow
Deep Extreme Cut
realworld
"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more 🏅
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
OpenSimpleLidar
Open Hardware scanning laser rangefinder
DEXTR-PyTorch
Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr
Augmentor
Image augmentation library in Python for machine learning.
rows
A common, beautiful interface to tabular data, no matter the format
the-gan-zoo
A list of all named GANs!
nz_convnet
A U-net based ConvNet for NZ imagery to classify building outlines.
sqlitedict
Persistent dict, backed by sqlite3 and pickle, multithread-safe.
tfwss
Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
machine-learning
Web-interface + rest API for classification and regression (https://jeff1evesque.github.io/machine-learning.docs)
Keras-GAN
Keras implementations of Generative Adversarial Networks.
pyqt-boilerplate
PyQt5 Application Boilerplate: Resources, forms, multilanguage, compilation, docs, linting...
15-minute-apps
15 minute (small) desktop apps built with PyQt