It has total 3 parts
denoising: in python implement your denoising method of choice
1) Bilateral filtering
2) Non-local means
3) Denoising autoencoder
segmentation: in python implement your segmentation method of choice
1) Otsu’s method
2) Watershed transform or region growing
3) Mean-shift clustering
5) Neural network
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.
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
-previous experience in such topics; -eager to discuss a lot in this chat stream; -degree stats/maths;
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
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
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
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
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
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
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.