2279 Open source projects that are alternatives of or similar to Pytorch Toolbelt

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

High-performance Vision library in Python. Scale your research, not boilerplate.

Catalyst.Segmentation

Neural networks training pipeline based on PyTorch

Accelerated deep learning R&D

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Image segmentation - general superpixel segmentation & center detection & region growing

🍎 My own face recognition with deep neural networks.

Medical image processing in Python

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

An easy to use C# deep learning library with CUDA/OpenCL support

CVPR 2021 论文和开源项目合集

Test Time image Augmentation (TTA) wrapper for Keras model.

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Open solution to the Data Science Bowl 2018

Segmentation models with pretrained backbones. PyTorch.

Open solution to the TGS Salt Identification Challenge

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

Best Practices, code samples, and documentation for Computer Vision.

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

Catalyst.Classification

📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

A photo OCR project aims to output DMS messages contained in sign structure images.

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

Research Pipeline for image masking/segmentation in Keras

FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

2nd place solution to Kaggle's Cdiscount image classification challange.

Multi-platform, free open source software for visualization and image computing.

A list of popular deep learning models related to classification, segmentation and detection problems

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

Open solution to the Mapping Challenge 🌎

This project is made in Matlab Platform and it detects whether a person has cancer or not by taking into account his/her mammogram.

C# Yolo Darknet Wrapper (real-time object detection)

AutoGluon: AutoML for Text, Image, and Tabular Data

🌓 Bringing pjreddie's DarkNet out of the shadows #yolo

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Satellite Imagery Feature Detection (68 out of 419)

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Deep Learning Computer Vision Algorithms for Real-World Use

Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Image Test Time Augmentation with PyTorch!

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Efficient Learning of Augmentation Policy Schedules

Gluon CV Toolkit

Keras package for region-based convolutional neural networks (RCNNs)

Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST