Maz Gudelis's repositories
leaf-segmentation
No DL approach to leaf segmentation of rosette plants using skimage and openCV.
weed-robot
UoL Robot Programming - Weeding robot.
ABD-Net
[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114
ArtLine
A Deep Learning based project for creating line art portraits.
Wumpus-World
2D Reinforcement Learning environment
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
DEXTR-PyTorch
Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr
face_classification
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
fast-labeling-workflow
Building large-scale datasets is a time-consuming endeavour, especially for tasks like image segmentation where the labels need to be very precise. This tutorial shows how you can speed up your labeling workflow for image segmentation with Segments.ai, using model training in the loop.
FastMOT
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
gpt-3
GPT-3: Language Models are Few-Shot Learners
gradio
Create UIs for your machine learning model in Python in 3 minutes
kornia
Open Source Differentiable Computer Vision Library for PyTorch
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
shields
Concise, consistent, and legible badges in SVG and raster format
SkinDeep
Get Deinked!!
StarCraft
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
tutorials
PyTorch tutorials.
yolact
A simple, fully convolutional model for real-time instance segmentation.