Dear Developer:
Recently, technological changes represented by generative AI and multi-modal pre-trained large models are sweeping the world , and related intelligent tools and platforms have been released one after another. Paddle EasyDL and BML are located at the tool and platform layer of Wenxin Panorama, providing large model development kits and various modeling methods, and fully supporting the development, training and application based on large model capabilities.
On the evening of May 12, the first monthly issue of Flying Paddle EasyDL was officially released. Based on the AI development platform based on industrial practice, this column will provide enterprise-level developers with insight into industry trends, platform function upgrades, landing application cases and major event announcements on a monthly basis . It is expected that through the presentation of these four parts, the cognition and understanding of the AI development platform in the era of large models will be improved, and the digital intelligence transformation and upgrading of enterprises will be accelerated.
Insights into Industry Trends
Popular industries
Industrial manufacturing, education and training, culture and entertainment, smart cities and the Internet are among the top 5 industries. This month, interactive marketing mini-programs and apps are favored by delivery-oriented ISVs, mainly due to overall controllable budget and project cycle.
head scene
Part defect quality inspection, video frame extraction recognition, image label classification, product identification and marking , ranked top4 in the scene.
task type
EasyDL images and EasyDL text accounted for more than 90%, and the number of structured data creation models accounted for an increase.
Platform function upgrade
April upgrade
EasyDL focuses on upgrading the development experience and simplifies the steps of user training models . The following is the main content of this function upgrade. Go to the EasyDL official website to experience it immediately.
- Integration process : "data processing", "model creation", and "training configuration", the three major processes are integrated into one link, providing step-by-step guidance for each developer.
- Beginner's guide step split : each developer can switch the process to view the tutorial at any time, making model development easier.
- Specification upgrade : Each page of EasyDL is upgraded to the latest specification to promote product consistency experience.
May preview
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The EasyDL text creation task will optimize product pricing in combination with the call price and resource investment of similar products in the market , bringing you more cost-effective text creation capabilities.
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EasyDL text task will soon support the purchase of resource packs with P4 training computing power , and you will have more diverse choices when training models.
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The EasyDL official website has added a "Major Release Timeline", so that you can grasp the latest developments of the platform in a timely manner.
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For special optimization of model training , we will provide you with efficient after-sales service by reducing training failures and time-consuming cases through function improvement, information disclosure, and work order Q&A.
Landing application case
Enterprise Service Application Scenarios
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Use EasyDL image classification to train the photo remake model, review whether the pictures uploaded by the salesman when they go out to work are real, realize attendance monitoring, change the original manual regular batch review method, improve the review efficiency by 80% , and ensure the authenticity and validity of the review results. Prevent the occurrence of missed identification and cheating.
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Use EasyDL object detection to check whether the files uploaded by users meet the platform specifications, and check whether the packaging pictures meet the trademark specifications. If they do not meet the specifications, a pop-up window will prompt the user to modify and re-upload. The accuracy of the model is close to 100%.
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Using EasyDL text classification-multi-label task , automatically classify and recycle user feedback and mark it, can quickly classify the massive feedback information collected, improve analysis efficiency, change the original manual checking and marking method one by one, accelerate understanding of customer voice, and help Experience improvement .
Smart City Application Scenarios
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Use the EasyDL image to detect whether the recycling bin of the smart garbage bin is empty and whether the garbage is easy to corrode. The accuracy of the model reaches 95%. The application of IoT implements garbage sorting and sorting collection, which is convenient for subsequent sorting transportation and sorting processing, and helps the whole process Monitor and assist the realization of the traceability mechanism to promote digital governance .
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Use the EasyDL desktop version in the local server environment to identify specific wild animals and plants and help the police crack illegal trading cases .
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Use EasyDL object detection to train the fishing boat recognition model, set up cameras along the coast of the tributaries of the Yangtze River, notify the law enforcement officers of the recognition results, and monitor the sailing of fishing boats on the sea surface in real time . Improve the efficiency of law enforcement .
Internet application scenarios
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Use EasyDL image classification to mark and classify the cases and gallery (UGC content) uploaded by users related to home decoration design. The accuracy of the model reaches 97 % . Improve the efficiency of image review uploaded by users.
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Use EasyDL object detection to realize the counting of steel bars, steel pipes, and square logs in applets and apps. The accuracy of the model reaches 95%, and the number can be returned within 3 seconds after taking a photo, changing the original manual counting method, saving repeated counting time, and improving counting . efficiency and accuracy.
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Use the EasyDL text to classify the user's registration information, and the system will mark the relationship between the fillers, gender, and whether the filling description conforms to the platform specifications, reducing the cost of manual review .
Major event notice
In mid-May, Baidu Smart Cloud official website held a 6.18 promotion , EasyDL real-name users can participate in the price drop activities of offline SDK and privatized deployment package . For the first time this year, EasyDL has been included in the products covered by Baidu Smart Cloud coupons. It provides full discount coupons of different amounts for old corporate customers, new platform customers, and corporate customers who have completed real-name authentication during the event period. Coupons with the same price can be directly reduced . . For more event details, please visit Baidu Smart Cloud official website. The above is the entire content of the April Platform Monthly of Flying Paddle EasyDL.