Awesome Edge Machine LearningA curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
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Psconv[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
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Flownet2 DockerDockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
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Dl inference通用深度学习推理服务,可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。
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XlearningAI on Hadoop
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Kd libA Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
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NoisefaceNoise-Tolerant Paradigm for Training Face Recognition CNNs
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Darknet2caffeConvert darknet weights to caffemodel
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Johnny FiveJavaScript Robotics and IoT programming framework, developed at Bocoup.
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Micro ProfilerCross-platform low-footprint realtime C/C++ Profiler
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Mfx dispatchIntel media sdk dispatcher
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Caffe Segnet Cudnn5This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.
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TrojannnTrojan Attack on Neural Network
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ConvolveSimple demonstration of separable convolutions
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Cen[NeurIPS 2020] Code release for paper "Deep Multimodal Fusion by Channel Exchanging" (In PyTorch)
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KaflA fuzzer for full VM kernel/driver targets
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SpherefaceImplementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
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Nnef ToolsThe NNEF Tools repository contains tools to generate and consume NNEF documents
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Facemaskdetection开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
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Liteflownet2A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
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Neorv32A small and customizable full-scale 32-bit RISC-V soft-core CPU and SoC written in platform-independent VHDL.
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RocketROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
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Joint Face Detection And AlignmentCaffe and Python implementation of Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
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Lottery Ticket Hypothesis In PytorchThis repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
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Maskyolo caffeYOLO V2 & V3 , YOLO Combined with RCNN and MaskRCNN
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Php Opencvphp wrapper for opencv
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LsuvinitReference caffe implementation of LSUV initialization
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DragonA Computation Graph Virtual Machine Based Deep Learning Framework
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Mobilenet V2 CaffeMobileNet-v2 experimental network description for caffe
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Py Rfcn Privcode for py-R-FCN-multiGPU maintained by bupt-priv
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XpediteA non-sampling profiler purpose built to measure and optimize performance of ultra low latency/real time systems
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DeepdetectDeep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
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Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
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Sphereface PlusSphereFace+ Implementation for <Learning towards Minimum Hyperspherical Energy> in NIPS'18.
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Mobilenet SsdMobileNet-SSD(MobileNetSSD) + Neural Compute Stick(NCS) Faster than YoloV2 + Explosion speed by RaspberryPi · Multiple moving object detection with high accuracy.
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Asm CliInteractive shell of assembly language(X86/X64) based on unicorn and keystone
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Micronetmicronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
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Light Field Video Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view)
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HippocampeThreat Feed Aggregation, Made Easy
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Shadowreplay LinuxShadowplay's Replay Feature On Linux For Nvidia, AMD and Intel
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NetronVisualizer for neural network, deep learning, and machine learning models
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IspcIntel SPMD Program Compiler
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Caffe MobilenetA caffe implementation of mobilenet's depthwise convolution layer.
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Dgd person reidDomain Guided Dropout for Person Re-identification
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Caffe2 IosCaffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.
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