SSD Object Detection Model training and test summary

Source: Internet
Author: User

Reference URL: github:https://github.com/naisy/realtime_object_detection

2018.10.16
SSD Object Detection Summary:
Remember to take a cursory look at the notes and start training the model
Error: 1, with branch1.5,tensorflow-gpu==1.8 training model in GT730, video memory 2g, can not run, tensorflow-gpu==1.5 no NoMaxSuppressionv3,
2, using the pre-training model ssd_mobilenet_coco_2018_1_28,tensorflowgpu==1.5 training, the model training on cuda9.0,cudnn7.05, the model obtained in the GT730 2fps,
3, using the pre-training model ssd_mobilenet_coco_2017_11_27,tensorflow-gpu==1.5 training, the model on the GT730 18fps,
4, open two terminals at the same time, 7fps, three terminal 4fps,

5, choose Nms_v1 or NMS_V2, in the test notes, there is a description,
6, part of the model with cudnn7.1 training, part with cudnn7.05 training will report CUDNN related errors.
Before training the model and testing to be aware of, clear steps, know every step why do,
Hardware requirements and software requirements have to be considered in advance.

SSD Object Detection Model training and test summary

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.