This is your work, valued

Ecuador

Xavier Soria Poma

Expert
@xavysp

Python and PyTorch lover. Working on lightweight edge detection

xavysp.github.io

DexiNed. DexiNed: Dense EXtreme Inception Network for Edge Detection

860

TEED. TEED: Tiny and Efficient Edge Detector

265

LDC. LDC: Lightweight Dense CNN for Edge Detection

166

MBIPED. Barcelona Images for Perceptual Edge Detection (BIPED) Dataset---descriptions

29

UDED. UDED: Edge detection dataset

22

color_restorer. TF2 Keras Implementation of Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Images

19

BRIND. (Under construction) The BSDS dataset for edge detection annotated by @MengyangPu

9

multispectral_demosaicing. A implementation of http://www.ok.sc.e.titech.ac.jp/res/MSI/RGB-NIR/ei2016.pdf

6

ssmid-dataset. Single Sensor Multispectral Images Dataset (SSMID)

6

fusing. This coding is my first experience in Github, this time I attempt use python to generate different kind of fusion algorithms in the multispectral image domain

4

Tensorflow-HED-RCF. HED and RCF implementation for edge detection on Tensorflow

4

pix2pix_tf_keras. Pix2pix model for decolorization RGB2NIR

3

rawImage_extractor. Matlab code for extracting image data from .RAW or .h5 files

3

EGBI_segmentation. A ipython implementation of Efficient Graph-Based Image Segmentation.

2

LapSRN. Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017)

2

pytorch-CycleGAN-and-pix2pix. Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

2

hed-pytorch. A PyTorch reimplementation of Holistically-Nested Edge Detection

2

holy-edge. Holistically-Nested Edge Detection

2

pidinet_xsp. Code for the ICCV 2021 paper "Pixel Difference Networks for Efficient Edge Detection" (Oral).

2

ml-mobileone_xsp. This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".

2

RCF-pytorch. Richer Convolutional Features for Edge Detection model in pytorch

2

Deeplearning1. Code from Kadenze deepLearning course, used for academic purpose only

1

dataset2. Data augmentation methods

1

easy-school. A Django based School Management Web Application

1

automl. Google Brain AutoML

1

LapSRN-tensorflow. Tensorflow implementation of the paper "Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution"

1

EDSR-PyTorch. PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

1

Single-Image-Super-Resolution. A collection of high-impact and state-of-the-art SR methods

1

DRRN_CVPR17. Code for our CVPR'17 paper "Image Super-Resolution via Deep Recursive Residual Network"

1

SRCNN-Tensorflow. Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3

1

CVPR18-SFTGAN. Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform (CVPR 2018) http://mmlab.ie.cuhk.edu.hk/projects/SFTGAN/

1

DBPN-Pytorch. Deep Back-Projection Networks for Super-Resolution

1

TF_Deformable_Net. Deformable convolution net on Tensorflow

1

google-efficientnet. Replica of code from here: https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet

1

tpu. Reference models and tools for Cloud TPUs.

1

efficientnet. Implementation of EfficientNet model. Keras and TensorFlow Keras.

1

SRNTT. Image Super-Resolution by Neural Texture Transfer

1

SegNet. A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling

1

pixel-recursive-super-resolution. Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

1

EDTER_xsp. EDTER: Edge Detection with Transformer, in CVPR 2022

1

tensorflow. Computation using data flow graphs for scalable machine learning

1

ijepa. Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

1

UAED_xsp. A slightly modification from UAED

1

ELAN. [ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution

1

STEAL. STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

1

BDCN_xsp. The code for the CVPR2019 paper Bi-Directional Cascade Network for Perceptual Edge Detection

1

Awesome-Edge-Detection-Papers. :books: A collection of edge/contour/boundary detection papers and toolbox.

1

TIN_xsp. TRADITIONAL METHOD INSPIRED DEEP NEURAL NETWORK FOR EDGE DETECTION

1

dsrn. Implementation for our CVPR 2018 paper

1

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

1

Tensorflow-DeconvNet-Segmentation. Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"

1

EDSR. tensorflow replicate of Enhanced Deep Residual Networks for Single Image Super-Resolution

1

White-box-Cartoonization. Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”

1

FU-net. FU-net: Multi-class Image Segmentation using Feedback Weighted U-net

1

sg2im. Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

1

deep_gcns. Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://deepgcns.org

1

squeezenext-tensorflow. A tensorflow implementation of squeezenext. (includes link to trained model)

1