Finalizing SSD Model and Training
Hello and welcome! This week, I focused on deepening my understanding of last week’s model by creating inference code and making further improvements. The final results are looking even more promising than before!
Recent Posts
Finishing SSD Model and Training
Hello and welcome! This week, I completed the model and began the debugging process, which involved making numerous changes across the entire system. After that, I kicked off the first full training run, made some adjustments based on the results, and retrained the model. So far, the results are looking very promising!
SSD Loss and Training Loop
Hello, and welcome! This week, I made significant progress on the SSD object detection model, nearly completing it by implementing the loss function, training loop, loss plotting, and model saving.
SSD Object Detection
Hello, and welcome! In this post, I'll explain the SSD architecture for object detection, including an overview of the model's structure and which parts have already been implemented.
Starting CNNs
Hello, and welcome! This week, I wrapped up work on the blog and began working on the ML-Rover project.