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micronet
micronet, 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_shapeDesign-and-Implementation-of-Face-Recognition-based-on-PYNQ
Face recognition, computer vision, deep learning, PYNQ, Movidius NCSObject-tracking-system-based-on-deep-learning
Object tracking system based on deep learning. Master-Jetson TX2, ROS-image + control, image (DL) - detection + tracking, control - TurtleBotElectronics-Design-Competition
Remote amplitude frequency characteristic test device—Electronics Design Competition(Instrument class)Object-Tracking
Object TrackingLightweight-facial-expression-recognition
Face detection, expression recognition, model compression, terminal deploymentBody-sense-simulation-against-game-system-based-on-Kinect
基于Kinect体感的仿真对抗游戏系统Computer-vision
Computer vision combined with deep learningHeart-road
Record sharingPlatform-Robot-Competition
Chinese Robot Competition—Platform Robot CompetitionAlgorithm-and-Data-Structure
Common algorithms and data structuresInternet-of-Things-IOT
IOT system based on smart cloudIntelligent-fire-fighting-robot
To optimize the design of the common fire fighting machines on the market, enhance the use and reliability.OTA
OTA—Over The Air:Remote wireless program updateLove Open Source and this site? Check out how you can help us