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auto_painter

Recently, realistic image generation using deep neural networks has become a hot topic in machine learning and computer vision. Such an image can be generated at pixel level by learning from a large collection of images. Learning to generate colorful cartoon images from black-and-white sketches is not only an interesting research problem, but also a useful application in digital entertainment. In this paper, we investigate the sketch-to-image synthesis problem by using conditional generative adversarial networks (cGAN). We propose a model called auto-painter which can automatically generate compatible colors given a sketch. Wasserstein distance is used in training cGAN to overcome model collapse and enable the model converged much better. The new model is not only capable of painting hand-draw sketch with compatible colors, but also allowing users to indicate preferred colors. Experimental results on different sketch datasets show that the auto-painter performs better than other existing image-to-image methods.

autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

automatic-image-colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

automatic-image-colorization-1

Automatic image colorization with a deep convolutional neural network

automl

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

autonomous-object-tracking-uav-system

I use YOLO-tiny and KF for an UAV to track and follow an object

autopanoptic

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation

autoportraitmatting

Tensorflow implementation of Automatic Portrait Matting on paper "Automatic Portrait Segmentation for Image Stylization"

autotrack

Matlab v1.0 implementation for AutoTrack

autoware

Open-Source To Self-Driving.

avatar-net

Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration

avatarclip

[SIGGRAPH 2022 Journal Track] AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars

avsl

[CVPR 2022] Official PyTorch implementation for Attributable Visual Similarity Learning

avvp-eccv20

Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing, ECCV, 2020. (Spotlight)

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-ai-awesomeness

A curated list of awesome awesomeness about artificial intelligence

awesome-anomaly-detection

A complete list of papers on anomaly detection.

awesome-attention-mechanism-in-cv

计算机视觉中用到的注意力模块和其他即插即用模块PyTorch Implementation Collection of Attention Module and Plug&Play Module

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-crowd-counting

Awesome Crowd Counting

awesome-crowd-localization

Awesome Crowd Localization

awesome-cv-attention

awesome-cv-team

国内外优秀的计算机视觉团队汇总，极市团队整理

awesome-deblurring

A curated list of resources for Image and Video Deblurring

awesome-deep-hdr

A collection of deep learning based methods for HDR image synthesis

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-depth

A curated list of publication for depth estimation

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

awesome-embodied-vision

Reading list for research topics in embodied vision

awesome-face

😎 face releated algorithm, dataset and paper