GitHub

L-Jirayu/3d-bin-packing

-Try item pack each size from small to large with iterations -If find the box to have put item in fit it STOP and SHOW Result with Simulation and List in console -If not have the box to put item in ...
GitHub

DeepPack3D is a Python-based 3D bin-packing software optimized for robotic palletization systems. It supports various methods, including reinforcement learning (RL) and ...

The software runs in Python 3.10 and Tensorflow 2.10.0. You can refer to Tensorflow official website for the installation guideline. Alternatively, you can create a ...
IEEE

Guided Reinforce Learning Through Spatial Residual Value for Online 3D Bin Packing

Abstract: We have implemented a practical and high-performance non-removable and non-adjustable online 3D box packing algorithm. The problem to be solved by the algorithm belongs to a type of online ...
IEEE

Minimizing the height of stacked egg cartons: A comparison of solving 3D bin packing problems and packers' experience

Abstract: Packing a carton into a container for distribution is directly related to a firm's efficient use of space and handling performance. This is because packing patterns are often left up to an ...