nchlis Goto Github PK

caption_generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

cifar10_cam

Class Activation Maps for a CNN trained on CIFAR10

cnn_dropout

Where to apply dropout in CNNs (and how much)

decafx

deep convolutional autoencoder feature extraction

dl4fli

Deep Learning for Fluorescence Lifetime Imaging

face_morpher

:angel: Morph faces with Python, Numpy, Scipy

greeklify

Turn filenames from Greek to Greeklish

hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

hematofateprediction

Code accompanying "Prospective identification of hematopoietic lineage choice by deep learning", Nature methods, in revision

image_captioning

Image captioning tutorial using publicly available data (Flickr8k)

keras-yolo3

Training and Detecting Objects with YOLO3

keras_pix2pix

a pix2pix GAN tutorial with keras

keras_unet_segmentation

Keras implementation of a UNET for image segmentation

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

manifold_learning

Testing out different manifold learning techniques for python/scikit-learn

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matplotlib_multi_boxplot_example

How to plot multiple boxplots in the same figure. Useful when wanting to visualize e.g. model uncertainty

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

nchlis.github.io

nested-unet

null

pca.utils

R package for easy plotting of PCA results

pygames

developing mini-games in python

rsom_vasculature

Calculating vasculature in RSOM images with machine learning

scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

sherlocknet

LSTM character to character text generation

spektral

Graph Neural Networks with Keras and Tensorflow 2.

sunet

A Sparse Deep Learning Approach for Automatic Segmentation of Human Vasculature in Multispectral Optoacoustic Tomography