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

Taidot: Python, Machine Learning (ML), Computer Vision, Datatiede, Lääketieteellinen

Näytä lisää: 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

Tietoa työnantajasta:
( 14 arvostelua ) New Delhi, India

Projektin tunnus: #26502051

9 freelanceria on tarjonnut keskimäärin 5206₹ tähän työhön


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 Lisää

₹5000 INR 7 päivässä
(113 arvostelua)

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

₹7000 INR 5 päivässä
(9 arvostelua)

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 Lisää

₹5000 INR 7 päivässä
(0 arvostelua)

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

₹5556 INR 7 päivässä
(0 arvostelua)

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 Lisää

₹4000 INR 9 päivässä
(0 arvostelua)

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 Lisää

₹11000 INR 7 päivässä
(0 arvostelua)

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 Lisää

₹2500 INR 7 päivässä
(0 arvostelua)

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] Lisää

₹4000 INR 7 päivässä
(0 arvostelua)

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.

₹2800 INR 7 päivässä
(0 arvostelua)