implement a few simple denoising and segmentation algorithms in PYTHON (computer Vision)

It has total 3 parts

Part 1:

denoising: in python implement your denoising method of choice

1) Bilateral filtering

2) Non-local means

3) Denoising autoencoder

Part 2:

segmentation: in python implement your segmentation method of choice

1) Otsu’s method

2) Watershed transform or region growing

3) Mean-shift clustering

4) Graph-cut

5) Neural network

Part 3:

practical challenge (vascular segmentation)

Note: do not simply call opencv or scipy, or other python library. You must implement the algorithm yourself using primitive array operations in numpy. I will check your code line by line in the .py file you submit, to verify this*

Rest I'll send everything in chat.

Looking forward for good freelancer here.

Thank you

Compétences : Python, Machine Learning (ML), Computer Vision, Science des données, Médical

en voir plus : scikit-image tutorial, scikit-image segmentation, watershed segmentation python, texture based image segmentation python, leaf segmentation python, canny edge detection python implementation, cell segmentation python, image segmentation python opencv, implement simple chat red5 server audio video, implement simple blog website, develop linux kernel module implement simple stacking mechanism , implement simple chat application php, implement simple stacking mechanism, implement simple video streaming server, java program implement simple tcp chat, objective project implement simple replicated database management system dbms, implement simple dbms, wordpress implement simple portfolio, implement simple website java, image segmentation application computer vision

Concernant l'employeur :
( 14 commentaires ) New Delhi, India

Nº du projet : #26502051

9 freelance font une offre moyenne de ₹5206 pour ce travail


Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(113 Commentaires)

-previous experience in such topics; -eager to discuss a lot in this chat stream; -degree stats/maths;

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 5 jours
(9 Commentaires)

Hello I am interested in your project and I would like to complete it. For part 1, we can design a pytorch based neural networks for denoising (autoencoder) For part 2, we can again design a torch based CNN for seg Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(0 Commentaires)

hi I am CV and ml expert I can do this task for you feel free to contact me. I can do this task for you

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(0 Commentaires)

I have hands-on practice on Image Processing with Python and I can nearly duplicate OpenCV functions thus satisfying your criteria of not using the OpenCV library. I also have a capability of thinking differently to so Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 9 jours
(0 Commentaires)

Hi, I am working as data scientist from 10 years. I checked your description. I have already finished this task for someone. I hope if you accept my bid, I will make all the changes to avoid plagarism and will give yo Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(0 Commentaires)

Hi, I'm an undergraduate student with experience in multiple Machine Learning/Deep Learning projects, including computer vision which is suitable for your case. I am relatively new to this field but can guarantee the p Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(0 Commentaires)

Hi, I read your project description and i am very excited to do it. I have good experience in machine learning. I have done couple of projects in OpenCV. You can check out here. [login to view URL] Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(0 Commentaires)

I have 2 years of work experience in the computer vision field in different platform. I can able to develop using TensorFlow or NumPy for the segmentation of the image.

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% INR en 7 jours
(0 Commentaires)