1709 Open source projects that are alternatives of or similar to Awesome Computer Vision Models

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

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

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

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

🙄 Difficult algorithm, Simple code.

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

High level network definitions with pre-trained weights in TensorFlow

No description or website provided.

Deep learning codes and projects using Python

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.

Gluon CV Toolkit

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

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

Computer vision library for wildfire detection

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

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

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

A collection of computer vision pre-trained models.

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

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

FrostNet: Towards Quantization-Aware Network Architecture Search

Keras implementation of a ResNet-CAM model

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

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

.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/

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

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

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

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

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

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

PyTorch extensions for fast R&D prototyping and Kaggle farming

TensorFlow models accelerated with NVIDIA TensorRT

A curated list of repositories for my book Machine Learning Solutions.

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

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

Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Deep Learning sample programs using PyTorch in C++

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

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

Accelerated deep learning R&D

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

📖 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.

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

[ICLR2022] official implementation of UniFormer

Paper notes in deep learning/machine learning and computer vision

Video Platform for Action Recognition and Object Detection in Pytorch

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. 🍞🍖🍕

用python做计算机视觉，人工智能，机器学习，深度学习等

采用深度学习方法进行刀具识别。

A collection of deep learning models (PyTorch implemtation)

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

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

No description or website provided.

PyTorch to Keras model convertor