nudro's repositories
covid-resources
Ongoing list of covid-19 models, visualizations
jean_bartik_LSTM_TCN
Google Colaboratory-runnable notebooks for time series forecasting on the PAMAP dataset
jupytercon-forecast
Notebook from 2018 JupyterCon using RNNs for disease forecasting
video-cyclegan
Apply CycleGAN pretrained summer2winter model on video capture using OpenCV
affectnet_fmv_detection
Crowd fear classifier on FMV
keras_leaderboard
A prototype API to track metadata from two example CNNs using Keras
yolo-easy-centroid-area
Modification of ultralytics yolov5 script to draw centroids and find largest person on frame
classifiers
classification models
counterfactual_generative_networks
[ICLR'21] Counterfactual Generative Networks
deepdream-easy-tutorial
Adoption of 2015 Google Deep Dream Tutorial for MCC
easy-webcam-goog-face-mesh
Easy script from the official Google Mediapipe OpenCV implementation - w/a few more mods
fft_analysis_thermal
Analysis of visible and thermal images using FFT for measuring Discrete Fourier Transform.
Git-Commands
A list of commonly used Git commands
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
multilabeltext
Tutorial from UVA DataPalooza that can be run in Google Collab
predict_pokemon
Build a multiclass model using a RFC and a regression model using a MLP to predict the pokemon capture rate
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
vqgan-auto-batch
Script to automate the generation of multiple images from VQGAN-CLIP