1314 Open source projects that are alternatives of or similar to Involution

PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.

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

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

Paper notes in deep learning/machine learning and computer vision

Gluon CV Toolkit

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

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Neural networks training pipeline based on PyTorch

Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

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

FrostNet: Towards Quantization-Aware Network Architecture Search

🙄 Difficult algorithm, Simple code.

SWA Object Detection

Boundary-preserving Mask R-CNN (ECCV 2020)

Be Driven 🚘

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

AutoGluon: AutoML for Text, Image, and Tabular Data

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

📖 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.

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

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

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation. 🍞🍖🍕

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

An open source framework for deep learning on satellite and aerial imagery.

PANet for Instance Segmentation and Object Detection

Deep Learning sample programs using PyTorch in C++

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

Mask R-CNN for object detection and instance segmentation on Pytorch

Copy-paste augmentation for segmentation and detection tasks

Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

An extension of Open3D to address 3D Machine Learning tasks

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

An example of using Tensorflow with Unity for image classification and object detection.

A General Toolbox for Identifying Object Detection Errors

The ROS Package of Mask R-CNN for Object Detection and Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

OpenMMLab Detection Toolbox and Benchmark

Accelerated deep learning R&D

VoVNet backbone networks for detectron2, in CVPR 2020

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

PyTorch implementation of "Pyramid Scene Parsing Network".

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

[ICLR2022] official implementation of UniFormer

Cell Detection with PyTorch.

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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

InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification

Easily train or fine-tune SOTA computer vision models with one open source training library

A Simple and Versatile Framework for Object Detection and Instance Recognition

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

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Deep learning codes and projects using Python

Cut and paste augmentation for object detection and instance segmentation

Siamese Mask R-CNN model for one-shot instance segmentation