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awesome-super-resolution

Collect super-resolution related papers, data, repositories

bsrgan

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-image-prior

Image restoration with neural networks but without learning.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dermatologist-ai

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

detr

End-to-End Object Detection with Transformers

dsen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

edsr-tensorflow

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

google-research

Google Research

machine_learning_examples

A collection of machine learning examples and tutorials.

nerf

Code release for NeRF (Neural Radiance Fields)

orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

packnet-sfm

TRI-ML Monocular Depth Estimation Repository

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

pycftrackers

Python re-implementation of some correlation filter based tracker

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery