Training Report

date: 2020 04 27 Mon

model name: MobileNet based Single Shot MultiBox Detector with Pooling Pyramid Network

input image size: 300 x 300

entire steps: 50000

best step: 32700

batch size: 32

number of samples for training: 300

number of samples for validation: 65

metrics set: coco detection metrics

mAP@50IOU

[32700 - best step]

mAP@50IOU: 64%

loss:

​ classification: 0.7869

​ localization: 0.4739

​ total: 1.418

Result

Comment

need more fire data.