Counting Rice Grain using Computer Vision -- 2

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 .

Навыки: Python, Computer Vision, Искусственный интеллект, Обработка данных, Data Collection

О клиенте:
( 0 отзыв(-а, -ов) ) Bhopal, India

ID проекта: #36209504

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

₹1200 INR / час
(88 отзывов(-а))

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

₹1000 INR / час
(12 отзывов(-а))

Hi, I have just read your requirement and very interested in your ImageProcessing project. I have 10+ years experience in Software Development and the Python is my top skill. Especially in image process experience, I a Больше

₹1000 INR / час
(2 отзывов(-а))

Hi, I am a Machine Learning and Artificial Intelligence Master. I have Worked on various Machine Learning, Deep Learning and Computer Vision Projects. I have read your project carefully and analysed it, I have an appro Больше

₹900 INR / час
(7 отзывов(-а))

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

₹1000 INR / час
(0 отзывов(-а))

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.

₹750 INR / час
(0 отзывов(-а))

I have extensive knowledge in running deep learning models. Knowledge in image segmentation. I can complete this job.

₹1500 INR / час
(0 отзывов(-а))

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

₹1250 INR / час
(0 отзывов(-а))