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Human-assembly-intention-recognition dataset

There are mainly three folders, namely dataset acquisition software, dataset annotatation sofrtware, and benchmark algorithms.

1. Dataset acquisition

The dataset acquisition software developed based on PyQT is capable of collecting data across six modalities: RGB, skeleton, depth, optical flow, infrared, and mask, in addition to a top-down perspective data.

2. Dataset annotatation sofrtware

The dataset annotation software is primarily designed for detailed labeling of intent recognition datasets. The annotation labels can be manually defined by users or directly imported from an Excel file. If importing from Excel, the format should be structured as follows:

Action Object Target Tool
Reach Battery holder 1 Screwdriver
Pick Inner plane holder 2 Electric Screwdriver
Hold loader holder 3 Hex Wrench
Install Solar plane holder 4 Adjustable Spanner
disassembly Radiator Chassis others
others Top plane Battery holder
Screw

3. Benchmark algorithms

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