UNet Expert for Custom Image Segmentation
Budget: ₹600 – ₹1,500 INR
I'm in need of a talented Machine Learning engineer with expertise in creating Transformer-based UNet models for image segmentation.
The project specifics are:
- The model should be developed in PyTorch. An advanced understanding of this library is a must.
- The goal is to successfully segment images. This requires previous experience in image segmentation approaches and algorithms.
- The desired model must be trained from scratch. It's crucial to have deep experience in training models, optimizing performance, and preventing overfitting.
Ideal candidates will demonstrate a mix of theoretical understanding and practical experience in machine learning, particularly with deep learning models. Segmentation projects in their portfolio will be of great advantage. The ability to work independently, move quickly, and communicate effectively is highly valued. Let's connect if you fit the bill.
The paper I attached is the reference and the notebook is my attempt at the task. I need help in completing the implementation.
The project specifics are:
- The model should be developed in PyTorch. An advanced understanding of this library is a must.
- The goal is to successfully segment images. This requires previous experience in image segmentation approaches and algorithms.
- The desired model must be trained from scratch. It's crucial to have deep experience in training models, optimizing performance, and preventing overfitting.
Ideal candidates will demonstrate a mix of theoretical understanding and practical experience in machine learning, particularly with deep learning models. Segmentation projects in their portfolio will be of great advantage. The ability to work independently, move quickly, and communicate effectively is highly valued. Let's connect if you fit the bill.
The paper I attached is the reference and the notebook is my attempt at the task. I need help in completing the implementation.