833 Open source projects that are alternatives of or similar to DLInfBench

Visualizer for neural network, deep learning, and machine learning models

Deep Learning Benchmarking Suite

Setup and customize deep learning environment in seconds.

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

AI on Hadoop

A collection of Audio and Speech pre-trained models.

face detection and alignment with mtcnn

This is an implematation project of face detection and recognition. The face detection using MTCNN algorithm, and recognition using LightenenCNN algorithm.

Caffe: a Fast framework for deep learning. Custom version with built-in sparse inputs, segmentation, object detection, class weights, and custom layers

DeepDetect performance sheet

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

DilatedNet in Keras for image segmentation

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Active Convolution

nGraph has moved to OpenVINO

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

💻 Make machines learn so that you don't have to struggle to program them; The ultimate list

Python library to easily log experiments and parallelize hyperparameter search for neural networks

convert model from mxnet to caffe without lossing precision

把极速检测器的门槛给我打下来make lightweight caffe-ssd great again

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

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

《深度学习与计算机视觉》配套代码

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

ncnn is a high-performance neural network inference framework optimized for the mobile platform

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

No dependency caffe replacement

qihoo360 xlearning with GPU support; AI on Hadoop

Mxnet2Caffe_Tensor RT

Code for polyaxon tutorials and examples

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Distributed Deep Learning on AWS Using CloudFormation (CFN), MXNet and TensorFlow

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

MobileNet-SSD(MobileNetSSD) + Neural Compute Stick(NCS) Faster than YoloV2 + Explosion speed by RaspberryPi · Multiple moving object detection with high accuracy.

Convert image folder to lmdb, adapted from Efficient-PyTorch

arcface and retinaface model convert mxnet to onnx.

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

BiLSTM_CRF中文实体命名识别

This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

A Caffe2 implementation of the YOLO v3 object detection algorithm

MXNet implementation of Non-Local and Squeeze-Excitation network

Recompile the library with caffe2 in pytorch stable(1.0) and re-implement the AICamera example provided by caffe2 officially.

Kaggle solutions

Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)

Surveillance System Against Violence

Official implementation of "Explicit Interaction Model towards Text Classification"

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

Source code for 1st winner of face micro-emotion competition, FG 2017.

Dynamic training with Apache MXNet reduces cost and time for training deep neural networks by leveraging AWS cloud elasticity and scale. The system reduces training cost and time by dynamically updating the training cluster size during training, with minimal impact on model training accuracy.

Optical character recognition Using Deep Learning

3D scene graph generator implemented in Pytorch.

yet another custom data science template via cookiecutter

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

💡 A flexible tool for building and sharing deep learning modules.