xiaolaozai,github

mask_rcnn

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

[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

mobilenet-ssdlite-realsense-tf

RaspberryPi3(Raspbian Stretch) + MobileNetv2-SSDLite(Tensorflow/MobileNetv2SSDLite) + RealSense D435 + Tensorflow1.11.0 + without Neural Compute Stick(NCS)

mobilenetv2-poseestimation

Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.

mobilenetv2-ssdlite

My proprietary procedure. Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

model-compression-papers

Papers for deep neural network compression and acceleration

models

Models and examples built with TensorFlow

mtcnn

mtcnn in python

mtcnn-1

MTCNN with all platforms

mtcnn_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

multi-object-tracking

yolov3, deep_sort and optical flow

my-first-repository

fist

ncnn

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

ncnn-mtcnn

It is a mtcnn project based on ncnn

object-detector

Object Detection Framework using HOG as descriptor and Linear SVM as classifier.

object_detection

Object detection library including Tensorflow object detection api and Facebook Detectron

object_detection-api

图片视频demo

object_detection_api_example

tensorflow object detection api 简单使用的工程化例子

object_detector_app

Real-Time Object Recognition App with Tensorflow and OpenCV

objectdetection-tf-api

Custom Object Detection using tensorflow object detection API

paddle-mobile

Multi-platform embedded deep learning framework (『飞桨』多平台高性能嵌入式深度学习框架）

panopticapi

COCO 2018 Panoptic Segmentation Task API (Beta version)

pdf_invoice2excel

提取PDF电子发票内容内容保存到Excel

pedestrian-detection

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference.

pedestrian_detection_and_tracking

Pedestrian detection using Mobilenet SSD and tracking

pedestrian_detection_ssdlite

Use TensorFlow object detection API and MobileNet SSDLite model to train a pedestrian detector by using VOC 2007 + 2012 dataset

person-reid-triplet-loss-baseline

Rank-1 89% (Single Query) on Market1501 with raw triplet loss, In Defense of the Triplet Loss for Person Re-Identification, using Pytorch

person-reid_gan

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

pig-face-recognition

JD competition, pig face recognition

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