模型压缩与优化，移动端模型部署's repositories
Arm-neon-intrinsics
arm neon 相关文档和指令意义
caffe-int8-convert-tools
Generate a quantization parameter file for ncnn framework int8 inference
DetNet_pytorch
An implementation of DetNet: A Backbone network for Object Detection.
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
FaceBoxes
FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017
FaceBoxes.keras
Keras implementation of FaceBoxes
facenet
Face recognition using Tensorflow
FAI-PEP
Facebook AI Performance Evaluation Platform
faiss
A library for efficient similarity search and clustering of dense vectors.
glow
Compiler for Neural Network hardware accelerators
ML-KWS-for-MCU
Keyword spotting on Arm Cortex-M Microcontrollers
MNN
MNN is a lightweight deep neural network inference engine.
mobile-ai-bench
Benchmarking Neural Network Inference on Mobile Devices
MVision
机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
onnx
Open Neural Network Exchange
onnx2caffe
pytorch to caffe by onnx
openmp_demo
a demo for openmp , by Jidor
pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
RFBNet
Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
studynotes
学习笔记
tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
tvm_cpp_test
tvm cpp deploy experiments to reproduce android vulkan back-end issue https://github.com/dmlc/tvm/issues/2355
vision
Datasets, Transforms and Models specific to Computer Vision