Counting Rice Grain using Computer Vision -- 2
Бюджет ₹750-1250 INR / час
Job Description:
I try to implement this project using computer vision morphological operation and done image segmentation using watershed algorithm this is a one of the initiative from my side in the field of computer vision where we give any image in which rice grain is present so my model output is count the total tice grain present in that image
There some steps involved to implement this amazing concept.
1. Importing all the Necessary Libraries
2. Creating Function for visualization
Defining custom "show" function for Image Visualization
3. Image Pre-Processing
convert RGB Image to Grayscale Image
Image Thresholding for converting the RGB pixel value to Grayscale pixel (0 to 256)
Morphological Transformations Like open and close (Noise Removal)
4. Counting rice grains using the Contours method
Working over Clear image to get insight into grain touching problem
5. Applying Watershed Algorithm : use watershed algorithm for solving grains touching problem
Applying Watershed Algorithm for Solving Touching rice grains problem
6. Counting total Rice grains and Broken Rice grains using the contour area
For total rice grains counting: the Watershed method
For broken rice grains counting: A filter of an average area of broken rice grain using the length of rice .
10 фрилансеров(-а) готовы выполнить эту работу в среднем за ₹1210/час
I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform Больше
I can make Counting Rice Grain using Computer Vision model I am writing to express my interest in providing my services as a freelancer for your Python development needs. With 7 years of experience as a Python develope Больше
Hi We can develop this system for you. We are Gurgaon based software development firm. We had worked on similar type of complex requirements. Our team do R&D on such projects and create a MVP first. After successful MV Больше
I learnt python language and I am beginner in the field of freelancing. I am Electronics Engineer that's why now I am learning ML.
I have extensive knowledge in running deep learning models. Knowledge in image segmentation. I can complete this job.
Proficient in code structure Proficient in python, pytorch, keras, tensorflow, opencv, c# Proficiency: C++, linux Proficient in using mmdetection to integrate various semantic segmentation and target detection algori Больше
