jessemelpolio / Faster_RCNN_for_DOTA

Code used for training Faster R-CNN on DOTA
https://arxiv.org/abs/1711.10398
Apache License 2.0
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used a basic quadrilateral for annotation...? getting improper results... #38

Open mohanaditya910 opened 5 years ago

mohanaditya910 commented 5 years ago

Sir, i have used a quadrilateral(not special ones like rectangle) to annotate the aerial images and used the same format in which DOTA images were annotated and trained the model with the help of transfer learning.. The confidence score for the prediction is very less (order of 0.001) and the obtained bounding boxes are not covering the entire object.. There is one major problem, my images are aerial view of the seashore,harbor, sea and land near the shore..When the model is predicting, it is showing harbor everywhere in the sea... My image size is around (2000020000 pixels) and the object is roughly around (3030 pixels) So, what can be done to improve my results???? Any help will be much appreciated...