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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

article-regions

A dataset of region-annotated scientific articles.

blitznet

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

characterness

Code of "Characterness: An Indicator of Text in the Wild", IEEE Transcations on Image Processing

deformable-convnets

Deformable Convolutional Networks

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2

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

evalsaliency

A tookbox for evaluating salient object detection algorithms

fast-rcnn

Fast R-CNN

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

focal_loss_mxnet_ssd

Focal loss for mxnet SSD example.

hedwig

PyTorch deep learning models for document classification

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

learningpyspark

Code base for the Learning PySpark book (in preparation)

leetcode-solutions

:octocat: (Weekly Update) Python / C++ 11 Solutions of All 1172 LeetCode Problems

maskrcnn-benchmark

Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.

mdpm

Mid-level Deep Pattern Mining

mx-maskrcnn

An MXNet implementation of Mask R-CNN

mx-rcnn

Faster R-CNN, an MXNet implementation with distributed implementation and data parallelization.

mx-rfcn

MXNet port of R-FCN

netron

Visualizer for neural network, deep learning and machine learning models

oscar

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

pdf2image

A python module that wraps the pdftoppm utility to convert PDF to PIL Image object

polyrnn-pp

Code for Polygon-RNN++ (CVPR 2018)

publaynet

pubmed_parser

:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

pycococreator

Helper functions to create COCO datasets

pymupdf

Python bindings for MuPDF's rendering library.

pytorch-cyclegan-and-pix2pix

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

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation