Core demands
Pain points and demands of freight forwarders and shippers: In the past, ship scheduling and distribution in the water transport industry could only match information offline. Shippers often had to go to multiple freight forwarders to find suitable ships for transportation, which took a long time and was inefficient. If the platform can realize the sharing of empty and full load data of ships, ship positions and other data, it will greatly improve the efficiency of ship scheduling and distribution in the water transport industry, and quickly solve the supply distribution problem.
Solution
The biggest technical difficulty encountered in the actual identification of Yihang oTMS is that the ship is sailing on the Yangtze River, and the pictures taken by intelligent hardware have different degrees of clarity, such as rainy weather conditions, tree shadows, interference from other ships in the photos, dryness and wetness in the hull cabin, types and colors of cargo, which will affect the identification of empty and full loads, thus reducing the identification rate.
Baidu EasyDL customized image recognition platform can accurately judge the empty and full load status of ships in different environments through intelligent learning and training, which solves the problem of low recognition rate of general algorithms and ensures the authenticity of empty and full loads of ships.
Step 1: Take photos of the intelligent hardware installed on the ship regularly;
Step 2: After taking photos, upload them to the server through 4G signals;
Step 3: The server calls Baidu EasyDL interface, returns relevant parameters, and the server makes records;
Step 4: The client is in empty and full load status.
