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adversarialnetspapers

The classical papers and codes about generative adversarial nets

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

dsb17_3d_lung_nodule_classifier

3d convnet for the classification of nodules/tumor in lung CT scans. Trained on Luna16 for Kaggle's 2017 data science bowl competition (result in top 3%)

dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

dsb3tutorial

fm-oscillator-visualization

https://mpsaradhi.github.io/fm-oscillator-visualization/

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handwriting-ocr

OCR software for recognition of handwritten text

inception-resnet-v2

Implementation of Google's Inception + ResNet v2 architecture in Keras

jupyter-book

Create an online book with Jupyter Notebooks and Jekyll

kaggle_ndsb2017

Kaggle datascience bowl 2017

luna16_challange

Lung nodule classification / False positives reduction track codes

lungcancerdetection

Use CNN to detect nodules in LIDC dataset.

lungnoduledetectionclassification

Automated Extraction and Classification of Pulmonary Lung Nodules from CT Scans

mask_rcnn

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

minifold

Creating a mini version of Deep Learning for Protein Structure Prediction inspired by DeepMind AlphaFold algorithm

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

mpsaradhi.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

pneumothorax-detection-cnn-keras

Binary Classifier using CNN from Keras module in python. Pneumothorax Detection Project From MIT's 6.S191 Course Lab

pwc

Papers with code. Sorted by stars. Updated weekly.

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

sign-language-alphabet-recognizer

Simple sign language alphabet recognizer using Python, openCV and tensorflow for training Inception model (CNN classifier).

stochastic-depth

Implementation of Stochastic Depth Networks in Keras

student-facial-recognition

python3.6, OpenCV3.4.1, BACKEND: Mongodb, IPCam.py still has issues trying to connect to phone camera ,

u-net-pytorch

Image segmentation of nuclei using Deep Convolution Neural networks derived from U-net