Applying visual search to mechanical components using computer vision
Budget: ₹1,500 – ₹12,500 INR
I require a working model that can perform the following functions:
Take input of different mechanical components from the user in the form of .obj files (3D models) and give the output stating the various features of that component such as; material, diameter of component, length of component and, name of the component.
The model will have to be trained using a dataset consisting of 800 components from 4 different classes (nuts,pins, washers and, bolts) which will be provided by me.
There is an existing github link consisting of code which can be used by you to create the final working model.
https://github.com/stnoah1/mcb
I will also provide you with the details (such as part number, dimensions of the part etc.) of each specific component in the dataset and these details have to be printed as output by the application.
By the end I will require a model that can be run of my laptop by someone who is not familiar with the backend side of things.
I am attaching a few sample dataset (one from each class) below for your reference.
Take input of different mechanical components from the user in the form of .obj files (3D models) and give the output stating the various features of that component such as; material, diameter of component, length of component and, name of the component.
The model will have to be trained using a dataset consisting of 800 components from 4 different classes (nuts,pins, washers and, bolts) which will be provided by me.
There is an existing github link consisting of code which can be used by you to create the final working model.
https://github.com/stnoah1/mcb
I will also provide you with the details (such as part number, dimensions of the part etc.) of each specific component in the dataset and these details have to be printed as output by the application.
By the end I will require a model that can be run of my laptop by someone who is not familiar with the backend side of things.
I am attaching a few sample dataset (one from each class) below for your reference.