Plant Anatomy using OpenVino toolkit

Abhishek Nandy

Kolkata, WB

7 0

We will be using the OpenVino toolkit to find out the details of a Plant anatomy with focus on different plant species using the Vision API as well as the Open CV available and try to find and distinguish between the species in abundance or extinct ...learn more

Project status: Under Development

RealSense™, Internet of Things, Artificial Intelligence

Intel Technologies
OpenVINO, Intel Opt ML/DL Framework

Code Samples [1]Links [1]

Overview / Usage

The different steps performed are
Gather plant data from google images.
We will train our dataset using Tensorflow or Caffe using the Open Vino toolkit and create a model out of it.
Optimize our model to create an *.xml and *.bin file
Then we will create a setup using the Inference API so that it is easily gets optimized results on the CPU using the camera and finally we can see the Plant type.

Methodology / Approach

We will be using the approach to identify between different plant species and what are the families for them.We will also be able to identify if the plant species are in abundance or verge of extinction.We will create a dataset of images for the plants create a model using Tensorflow or Caffe and then optimize and Inference it to the PC.More Steps associated are shared in the document with the code structure too.