My Query here is: do we have an annotation format having one annotation file per image that is supported by the repo? If yes, I will then write a simple script for the format conversion.
But the issue with using the Coco format(single format file for all the images) is that: The single JSON file for 8Million images is becoming very big and it eats up the memory.
So, what other alternative way I can look for with the present huge Dataset and the annotations for training the model?
Hi @JialeCao001,
Thanks for your Amazing work!.
I have a Dataset consisting of 8Million images and I have a separate annotation file for each image which is in JSON format. The sample JSON is available at this link: https://drive.google.com/file/d/12lASRiHGm5fhbHP5YNCaQM-SwfvnGIcR/view?usp=sharing. This is for only one image, similarly, we have it for all the images.
My Query here is: do we have an annotation format having one annotation file per image that is supported by the repo? If yes, I will then write a simple script for the format conversion.
But the issue with using the Coco format(single format file for all the images) is that: The single JSON file for 8Million images is becoming very big and it eats up the memory.
So, what other alternative way I can look for with the present huge Dataset and the annotations for training the model?
looking forward to your reply.
Thanks and Regards