Open Marcel-Simon opened 6 years ago
I got the tensorflow object detection working at one point. Someone mentioned that Azure release an objection detection that work quite well when they tried it.
https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/python-tutorial-od
I'll see if I can sometime to experiment with these.
I added a detection code based on PyTorch so people can get started quickly: https://github.com/Microsoft/arcticseals/tree/master/src/SealDetectionRCNN please refer to the README.md on how to get everything running. We will soon also upload a nice dataset of all the labels we have.
Another way to contribute is training an actual object detection model, which does not require the hotspot detections. The input is an image, the output is a set of bounding box. I would consider this more difficult then the hotspot classification, but I would be happy to work with people on this task as well. First ideas for action items: