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zengjianping's Projects

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

libfacedetection icon libfacedetection

A binary library for face detection in images. You can use it free of charge with any purpose.

lightcnn icon lightcnn

A pytorch implement of "A Light CNN for Deep Face Representation with Noisy Labels"

lightgbm icon lightgbm

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

limo-velo icon limo-velo

A real-time, direct and tightly-coupled LiDAR-Inertial SLAM for high velocities with spinning LiDARs

lio-sam icon lio-sam

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mobile-deep-learning icon mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

mobile-id icon mobile-id

MobileID: Face Model Compression by Distilling Knowledge from Neurons

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-hrt icon mxnet-hrt

Heterogeneous Run Time version of MXNet. Added heterogeneous capabilities to the MXNet, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original MXNet architecture which users deploy their applications seamlessly.

nccl icon nccl

Optimized primitives for collective multi-GPU communication

ncnn icon ncnn

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

nmslib icon nmslib

Non-Metric Space Library (NMSLIB): A similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

nnpack icon nnpack

Acceleration package for neural networks on multi-core CPUs

normface icon normface

NormFace: L2 HyperSphere Embedding for Face Verification, 99.21% on LFW

ohem icon ohem

OHEM support for Fast R-CNN

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

opencv icon opencv

Open Source Computer Vision Library

openface icon openface

OpenFace – a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

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