KupynOrest

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

insightface

State-of-the-art 2D and 3D Face Analysis Project

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

imgclsmob

Sandbox for training deep learning networks

yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

RT-DETR

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

smplx

SMPL-X

smplify-x

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

BicycleGAN

Toward Multimodal Image-to-Image Translation

DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

DEXTR-PyTorch

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

sphereface_pytorch

A PyTorch Implementation of SphereFace.

toolkit

Official Python toolkit for generic object tracking benchmark GOT-10k and beyond

DAD-3DHeads

Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

DCPDN

Densely Connected Pyramid Dehazing Network (CVPR'2018)

RetinaNet

An implementation of RetinaNet in PyTorch.

guided-inpainting

Towards Unified Keyframe Propagation Models

SfSNet

magi

Generate a transcript for your favourite Manga: Detect manga characters, text blocks and panels. Order panels. Cluster characters. Match texts to their speakers. Perform OCR. (CVPR'24)

FEARTracker

Official repo for FEAR: Fast, Efficient, Accurate and Robust Visual Tracker (ECCV 2022)

unsupervised-learning-intrinsic-images

Implementation of the intrinsic image decomposition algorithm described in "Learning Intrinsic Image Decomposition from Watching the World, Z. Li and N. Snavely, CVPR 2018"

xView3-The-First-Place-Solution

Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.

HDN

Homography Decomposition Networks for Planar Object Tracking

SafeAugmentation

MTL_image_restoration

Multi-task learning for image restoration

kaggle_tgs_salt_challenge