Train Yolov4 using NBX-Jobs.
Use the powerfull functionality available in nbox
-SDK repo to train a tiny-Yolo v4 model on Pascal VOCdetection dataset.
Install nbox
using pip install nbox
. Using it first time requires authentication that you can get from the dashboard, you can quickly do to get the current status of all the instances on the platform.
python3 -m nbox jobs status
Initialise a new jobs folder as follows:
python3 -m nbox jobs init "yolo"
cd yolo/
This creates a new folder "yolo/" in your current dir, copy over yolov4.py
from this folder to "yolo". Populate the exe.py
file that is created for this and finally run:
python3 exe.py --deploy