親愛的參賽者您好， 本週六、日（8/7、8/8）適逢機房維護，本議題之算分將暫停，預計從本週五（8/6）下午1:00開始，至下週一（8/9）早上9:00。 您仍可上傳您的程式，但不會計算分數。請大家儘早提交您的程式，祝大家有好的成績，謝謝！ 工研院 AIdea人工智慧共創平台
The Automated Optical Inspection, or AOI, is a fast and accurate optical inspection system based on machine vision technology. The advanced inspection method has multiple advantages over traditional inspections executed manually.
AOI technique can be applied to business in multiple areas such as R&D in high tech, manufacturing, defense, healthcare, environmental protection, and electric utility with great potential to increase productivity with reduced costs and time.
ITRI has dedicated in the R&D of flexible displays for decades and aims to improve accuracy of AOI systems to elevate product quality.
We would like to invite data scientists from all different fields to join this competition. With the provided AOI image data to build a model to identify the correct defect type and strengthen the effectiveness of AOI inspection through data science.
This topic is mainly for testing your ability of applying NVIDIA Jetson Nano, an embedded platform. Apart from accuracy of the model, time of loading model as well as time of model inference, will also be taken into consideration.
You may need to upload the trained model to Aldea. The platform will load the model to Jetson Nano, where the model inference will be done, and the score will be calculated.
The maximum memory usage of the program on the platform is 3GB, and the maximum execution time is 20 minutes. If any limit is exceeded, it will be considered as a failure.
Aside from being familiar with AI algorithms, the ability to optimize models for edge services is equally important in the flourishing future of Edge AI. Come accept the challenge now!
For a more detailed description, please refer to the description file in the downloaded file. Discussions and questions on the forum of this topic are welcomed as well.
You may rest assured that all the programs as well as models, will not be used for any purpose other than the evaluation of this contest.
The following awards will be given to the top three participants whose score on the Private Leaderboard is at least 65 higher than the baseline.
First place: NTD 15,000 (Tax included) + TWCC services equivalent to a maximum of NTD 50,000 based on TWCC pricing
Second place: NTD 10,000 (Tax included) + TWCC services equivalent to a maximum of NTD 30,000 based on TWCC pricing
Third place: NTD 5,000 (Tax included) + TWCC services equivalent to a maximum of NTD 20,000 based on TWCC pricing
Honorable mention (multiple winners): TWCC services equivalent to a maximum of NTD 20,000 based on TWCC pricing
No awards will be given to the participants that are employees (as well as interns and part-time workers) of ITRI. If the award has been given, the prize will be revoked, and the participants will need to return the prize money as well as certificate.
Award Provisions and Eligibility
The time is based on UTC+8.
|2021/08/18 23:59:59||Upload deadline|
|2021/08/19||Private Leaderboard announcement|
|2021/08/25 23:59:59||Report submission deadline|
Apart from accuracy, time of loadling model as well as time of model inference are also criteria of scoring.
The total of the weighted score is 100, and the distribution is as follows.
For more details, please refer to the description file in the downloaded data.