378 Open source projects that are alternatives of or similar to PyTorch-LMDB

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

train resnet on imagenet from scratch with caffe

PyTorch to Keras model convertor

ImageNet pre-trained models with batch normalization for the Caffe framework

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Training examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.

A Caffe Re-Implementation of SENet

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

Classification models trained on ImageNet. Keras.

OpenMMLab Image Classification Toolbox and Benchmark

This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.

Multiclass image classification using Convolutional Neural Network

PyTorch to Keras model convertor

Train ResNet on ImageNet in Tensorflow 2.0; ResNet 在ImageNet上完整训练代码

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

Classification with PyTorch.

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

TensorFlow implementation of DeepMask and SharpMask

Xception implemented with caffe

This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.

Chainer implementation of Grad-CAM

Prediction of protein contact map

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

server frontend for lmdb

A Distributed ResNet on multi-machines each with one GPU card.

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

[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"

Create mxnet finetuner (retrain) for mac/linux ,no need install docker and supports CPU, GPU(eGpu/cudnn).support the inception,resnet ,squeeznet,mobilenet...

⚡ Powerful tool for avoiding N+1 DB or HTTP queries

Parametric Contrastive Learning (ICCV2021)

BrkRaw: A comprehensive tool to access raw Bruker Biospin MRI data

A private, free, open-source search engine built on a P2P network

custom implementation alexnet with tensorflow

Fast Image Retrieval (FIRe) is an open source project to promote image retrieval research. It implements most of the major binary hashing methods to date, together with different popular backbone networks and public datasets.

QAT(quantize aware training) for classification with MQBench

Nested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"

Example application

EfficientNetV2 implementation using PyTorch

Train faster rcnn on imagine dataset, related blog post: https://andrewliao11.github.io/object/detection/2016/07/23/detection/

YOLO-v2, ResNet-32, GoogLeNet-lite

A library and microservice implementing the health and care terminology SNOMED CT with support for cross-maps, inference, fast full-text search, autocompletion, compositional grammar and the expression constraint language.

A GraphQL Server made for the workshop

This is a code repository for pytorch c++ (or libtorch) tutorial.

C++17 wrapper for the LMDB embedded B+ tree database library

Lightning-fast file system indexer and search tool

Dao7 - Web framework for PHP7.x，项目接洽 QQ 176013762

实现遇到的分类网络（持续更新）

C++11 wrapper for the LMDB embedded B+ tree database library.

A simple, humane, typed Rust interface to LMDB.

Search engine library for Meilisearch ⚡️

Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification