October 21, 2021
How to deploy a YOLOv4 Darknet model to Vertex AI
An easy way of serving a model in Vertex AI is by deploying a TensorFlow SavedModel using the pre-built containers. However, the lack of an official TensorFlow implementation for YOLO prevents us from directly using this methodology. In this blogpost, our ML Engineer Jérémy explains step by step one of the possible solutions for tackling this problem, which involves converting your Darknet weights to a TensorFlow SavedModel.