mmitchef's repositories
awesome-colab-notebooks
Collection of google colaboratory notebooks for fast and easy experiments
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
Awesome-Few-Shot-Image-Generation
A curated list of papers, code and resources pertaining to few-shot image generation.
awesome-gan
A collection of AWESOME things about GAN
Awesome-GAN-Papers
Generative Adversarial Networks : paper, pytorch-code, review(Korean)
Deep_Learning-2
Face Aging framework based on Conditional Generative Adversarial Network (cGAN)
Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
gans-awesome-applications
Curated list of awesome GAN applications and demo
Machine-Learning-Operationalization
Deploying machine learning models to Azure
MachineLearning-DeepLearning-Code-for-my-YouTube-Channel
The full collection of all codes for my Youtube Channel segregated as per topic.
models
Models and examples built with TensorFlow
RaspberryPiOpenSourceIris
Raspberry Pi open source iris recognition project with CC-Net-based segmentation and human-driven BSIF coding
spoofnet-tensorflow
Tensorflow slim implementation of spoofnet presented in the paper: Deep Representations for Iris, Face, and Fingerprint Spoofing Detection, 2015
SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
ganseeing
Seeing what a GAN cannot generate. Visualizes and quantifies object classes within scenes that are outside the range of a GAN.
HFGI
CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing
HyperInverter
HyperInverter: Improving StyleGAN Inversion via Hypernetwork (CVPR 2022)
hyperstyle
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
NapkinML
A tiny lib with pocket-sized implementations of machine learning models in NumPy, most of which will fit in a tweet.
prodigy
The Prodigy optimizer and its variants for training neural networks.
PTI
Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
PyTorch-for-Deep-Learning-and-Computer-Vision-Course-All-Codes-
PyTorch for Deep Learning and Computer Vision Course
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
restyle-encoder
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
stylegan-encoder
StyleGAN Encoder - converts real images to latent space