ztwe's repositories
Lifting-from-the-Deep-release
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
awesome-hand-pose-estimation
Awesome work on hand pose estimation/tracking
Tutorial_BayesianCompressionForDL
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
Project
Incremental Network Quantization, Kmeans quantization, Iterative Pruning, Dynamic Network Surgery
Bayesian-Compression-for-Deep-Learning
Remplementation of paper https://arxiv.org/abs/1705.08665
impl-pruning-TF
Implementation of "Iterative pruning" on TensorFlow
darknet
Windows and Linux version of Darknet Yolo v2 Neural Networks for object detection
group-sparsity-sbp
Structured Bayesian Pruning, NIPS 2017
Net-Trim-v1
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
DeepIoT
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework
DeepCompression-caffe
Caffe for Deep Compression
Auto_pruning
auto pruning
mobile-deep-learning
This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
caffe2
Caffe2 is a lightweight, modular, and scalable deep learning framework.
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
models
Models built with TensorFlow
Model-Compression-Acceleration
Paper list on model compression and acceleration
openpose
OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library
phonegap-plugin-barcodescanner
cross-platform BarcodeScanner for Cordova / PhoneGap
OpenFace-1
OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
Realtime_Multi-Person_Pose_Estimation
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
dataset
The Open Images dataset