vision transformer
Budget: $250 – $750 USD
I am looking for a skilled developer to implement a vision transformer using the PyTorch framework for image classification. The ideal candidate should have experience in deep learning and computer vision. The project will involve the following:
- Implementing a vision transformer for hyperspectral image classification using pseudo labels.
- Training the model on a HyperSpectral dataset (Indian Pines, PaviaU, KSC and Salinas) for image classification
- Evaluating the model's performance and fine-tuning as needed
- Delivering well-documented code and a report on the results
- Compare model with state of the art models
- creates tables and graphs showing the performance , accuracy , loss
- write research paper on this
-after successful submission to journal payments will be released.
The following skills and experience are preferred:
- Strong knowledge of PyTorch and deep learning
- Experience in computer vision and image processing, remote sensing
- Familiarity with image classification techniques and architectures using transformers
- Ability to work independently and deliver high-quality results on time
If you have the skills and experience required for this project, please submit your proposal with relevant examples of your work.
- Implementing a vision transformer for hyperspectral image classification using pseudo labels.
- Training the model on a HyperSpectral dataset (Indian Pines, PaviaU, KSC and Salinas) for image classification
- Evaluating the model's performance and fine-tuning as needed
- Delivering well-documented code and a report on the results
- Compare model with state of the art models
- creates tables and graphs showing the performance , accuracy , loss
- write research paper on this
-after successful submission to journal payments will be released.
The following skills and experience are preferred:
- Strong knowledge of PyTorch and deep learning
- Experience in computer vision and image processing, remote sensing
- Familiarity with image classification techniques and architectures using transformers
- Ability to work independently and deliver high-quality results on time
If you have the skills and experience required for this project, please submit your proposal with relevant examples of your work.