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advanced-lane-detection

An advanced lane-finding algorithm using distortion correction, image rectification, color transforms, and gradient thresholding.

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

anchor_computation_tool

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

augmented_cyclegan

automl

Google Brain AutoML

awesome-deep-learning-papers

The most cited deep learning papers

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-optical-flow

This is a list of awesome paper about optical flow and related work.

awesome-video-datasets

Video datasets

basicsr

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

bayertorgb

Hight quility bayer interpolation and scaler in raw domain

bilinear_convtranspose_pytorch

A implement of bilinear interpolation with ConvTranspose(用转置卷积实现双线性插值过程）

bsrgan

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

bsvd

[ACM MM 2022] Real-time Streaming Video Denoising with Bidirectional Buffers

c2-matching

Code for C2-Matching (CVPR2021). Paper: Robust Reference-based Super-Resolution via C2-Matching.

cartoongan-tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

cartoongan-tensorflow-1

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

cartoongan-test-pytorch-torch

Pytorch and Torch testing code of CartoonGAN [Chen et al., CVPR18]

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centripetalnet

Source codes of "CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection"

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

cie_xyz_net

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

colorgradingfilter-sample

A color grading / correction filter for Monogame and XNA.

colour-demosaicing

CFA (Colour Filter Array) Demosaicing Algorithms for Python

contextual-loss-pytorch

An implement of contextual loss using PyTorch.

contextualloss

The Contextual Loss