Real-time PyTorch Model Deployment to Web
Budget: ₹600 – ₹1,500 INR
I'm looking for a skilled developer who can help me deploy my PyTorch model into a standalone web application for real-time predictions.
Key Project Details:
- Purpose: The primary goal of this project is to make real-time predictions with my PyTorch model. The model is already trained and ready for deployment. The weights are in .pt format and it is a pose estimation model. I want to capture the realtime webcam input process the frames and plot out the output(Keypoints). I also want to display the FPS and latency of each frame.
- Platform: I intend to use a standalone web application for this deployment. You should have experience in deploying machine learning models in web environments.
- Model Maintenance: I do not foresee any updates or maintenance for the model. It will stay as is post-deployment.
Ideal Freelancer:
- Proficient in both PyTorch and JavaScript or React.
- Experienced in deploying machine learning models to web applications.
- Able to ensure the real-time functionality of the model post-deployment.
Key Project Details:
- Purpose: The primary goal of this project is to make real-time predictions with my PyTorch model. The model is already trained and ready for deployment. The weights are in .pt format and it is a pose estimation model. I want to capture the realtime webcam input process the frames and plot out the output(Keypoints). I also want to display the FPS and latency of each frame.
- Platform: I intend to use a standalone web application for this deployment. You should have experience in deploying machine learning models in web environments.
- Model Maintenance: I do not foresee any updates or maintenance for the model. It will stay as is post-deployment.
Ideal Freelancer:
- Proficient in both PyTorch and JavaScript or React.
- Experienced in deploying machine learning models to web applications.
- Able to ensure the real-time functionality of the model post-deployment.