Object Detection on Aerial/ Drone images

The project information in detail is about performing object detection on drone images. Here we have a challenge that is all the drone images are captured from top view hence the size of all objects are very tiny like cars, person, trees etc. We have to use various methods which can improve the accuracy of object detection of these small objects in images. For this purpose I used an algorithm called EfficientDet which has higher accuracy than other object detectors. I used EfficientDet d4 model as the baseline network and in the classification part we can use some feature fusion techniques like ASFF (Adaptively Spatial Feature Fusion) to improve the accuracy of small objects in drone images.