(I) Objective: detect the airplanes and ships in the satellite image.

(II) Approach: Fine-tuned Faster R-CNN with a ResNet101 feature extractor for accurate object detection.

(III) Result: Ship detection was more challenging than airplane detection because ships appeared smaller in the images. Therefore, lowering the score threshold for ships can make them easier to detect.