Open kavyajeetbora opened 4 years ago
Have you been able to solve this?
Have you been able to solve this?
YOLO is not the model for predicting polygons If you want to train a model to predict irregular polygons you can explore Text Scene detection models like EAST, CRAFT, PSENet etc
Have you been able to solve this?
YOLO is not the model for predicting polygons If you want to train a model to predict irregular polygons you can explore Text Scene detection models like EAST, CRAFT, PSENet etc
Thanks for the response. However, none of the ones you mentioned can be applied to objects in general. They are specific to text. Are you aware of any methods that can be trained to predict say a quadrilateral around the object?
Have you been able to solve this?
YOLO is not the model for predicting polygons If you want to train a model to predict irregular polygons you can explore Text Scene detection models like EAST, CRAFT, PSENet etc
Thanks for the response. However, none of the ones you mentioned can be applied to objects in general. They are specific to text. Are you aware of any methods that can be trained to predict say a quadrilateral around the object?
You can train them with your own annotation files with 8 coordinates you can also go for image segmentation models
you can use dota_to-yolo converter to convert your 8point coordinates to yolo feedable format. I did this with my dataset.
Try this - https://github.com/feifeiwei/OBB-YOLOv3
(x4,y4)____(x3,y3)
So in order to make that can the model be modified to predict the 8 coordinates - (x1,x2,x3,x4,y1,y2,y3,y4)
I have tried training one using Tiny YOLO CNN architecture but I am finding it difficult to train it. PS: I have normalised the coordinates in in range [0,1]