Class Incremental Learning for Image Segmentation
₹1500-12500 INR
Teslim sırasında ödenir
We are looking for a skilled developer to work on a project involving class incremental learning for image segmentation by applying knowledge distillation. The ideal candidate should have experience in the following:
Programming Language:
- Proficiency in Python is preferred for this project.
Image Segmentation Algorithm:
- Familiarity with the U-net algorithm is required for this project.
- Familiarity with the Incremental Learning algorithms
- Focusing on pixel segmentation for each class, not only classification.
Model Preference:
- The client has no specific preference for a pre-trained model or a model built from scratch.
Skills and Experience:
- Strong programming skills in Python.
- Experience with image segmentation algorithms, specifically U-net or models that are suitable for my dataset.
- Familiarity with class incremental learning techniques.
- Ability to work with pre-trained models or build models from scratch.
Project deliverables:
- Develop and implement a class incremental learning approach for image segmentation using the U-net or CIL algorithms.
- Ensure compatibility with the preferred programming language, Python.
- Provide documentation and code comments for easy understanding and future maintenance.
Dataset:
My dataset is x-ray images, and the annotation is a JSON file for each class (coco format). I have three classes (permanent teeth as PERM, primary teeth as PRIM, and filling).
If you have the necessary skills and experience in Python programming, image segmentation algorithms, and class incremental learning, and are interested in working on this project, please submit your proposal.
Proje NO: #37318345
Proje hakkında
Bu iş için 9 freelancer ortalamada ₹8499 teklif veriyor
Hello Zulfiquar! I hope you're well. I'm a senior Python developer with specializing in python app and web development. I've delivered more than 100 projects over time with 5* rating. Here are some of my skills necess Daha Fazla
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 Daha Fazla
Hi, I have read the requirements for pixel segmentation for the desired three classes for tooth x ray images. I have more then 3+ years of experience with computer vision, image segmentation, classification, inpainting Daha Fazla
Dear Client, I am excited about the opportunity to work on the development of class incremental learning for image segmentation using knowledge distillation, focusing on the specific requirements outlined for this pro Daha Fazla
Hello I am AI SOFTWARE ENGINEER. SO, I have extensive knowledge with python deep learning and neural networks, in addition to that I did many of similar tasks before, what makes me able to do your task and I am looking Daha Fazla
Class Incremental Learning for Image Segmentation Hi Zulfiquar A. I am Sairus Khalil, an accomplished Python expert with a wealth of experience in a variety of Python-related domains, including data scraping, chatbot d Daha Fazla
****** Image Segmentation Expert ***** Hello. Thanks for your reply. My name is sergio, and I am a professional with 15+ years of experience in data science and image processing. I have worked on many data analysis an Daha Fazla
^^I'm willing to offer a free consultation or a preliminary analysis of your data. This will help you get a taste of my expertise and how I can contribute to your specific project. Feel free to share vour data or proje Daha Fazla
