gfjiyue's repositories

crop_uav_rawimg_by_plot

This program is to crop raw UAV image by plot polygon file by using reverse calculating. It is part of the open source programs designed for the field of plant phenotype analysis. See details of the method in the following papers: Duan, T. et al. Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV. Functional Plant Biology 44, 169 (2017). Tresch L. et al. Easy MPE: Extraction of Quality Microplot Images for UAV-Based High-Throughput Field Phenotyping. Plant Phenomics 2019, 1–9 (2019). Contributor: Yue Mu (Plant Phenomics Research Center, Nanjing Agricultural University) Wei Guo (International Field Phenomics Research Laboratory, The university of Tokyo) Bangyou Zheng (CSIRO Agriculture and Food)

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Tensorflow_Object_detection_kitti_to_TFrecord

This script is used for tansforming kitti farmat dataset into TFrecord. It was test on windows 10 with python 3.6.

branch-leaf_segmentation_and_leaf_traits_extraction

Automatic Branch–Leaf Segmentation and Leaf Phenotypic Parameter Estimation of Pear Trees Based on Three-Dimensional Point Clouds

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hand-detection-tutorial

A tutorial on how to train a hand detector with TensorFlow Object Detection API

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Helios

The Helios simulation system

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librealsense

Intel® RealSense™ SDK

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models

Models and examples built with TensorFlow

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Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms

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OpenKAI

Open Kinetic AI: a framework for intelligent motions of Robots

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rproject

Project management in R

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sample-apps

Sample apps and sites with Algorithmia integration

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scikit-learn

scikit-learn: machine learning in Python

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TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

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zed-matlab

ZED SDK interface sample for Matlab

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