how to train with hight resolution input?

AlexeyAB / darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

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how to train with hight resolution input? #5091

Open ghost opened 4 years ago

ghost commented 4 years ago

hi，I want to train with hight resolution input such as 1024*1024. How can I design the network with hight resoulution input and inference fast. Could you give me some advice. THANKS.

lsd1994 commented 4 years ago

Set subdivisions=batch and random=0 in yolo layer, if out of memory you can try yolov3 tiny.

alexanderfrey commented 4 years ago

Your can also divide the image into crops and train on each crop...