After parameter adjustment through reinforcement learning, the Macro-Recall metrics of each model have improved by 10%-15%, and the RL-SVM model achieves a high Macro-Recall value of 0.9635 for classifying the pest damage levels of soybean seeds....
After image acquisition, the plants were destructively sampled to obtain manual agronomic parameters. Specifically, the plants with collected image information were destructively sampled, the soybean leaves were picked off and photographed, the number of leaves was counted with Image-Pro, the leaf area ...
can realize automatic adjustment of the reel speed, reduce feeding losses caused by changes in crop height, changes in feed volume, and untimely adjustment of the reel, and can reduce header loss, increased crop yield. Introduction Soybean is an important grain and oil crop, rich in protein, ...
Introduction The salinity of soils is one of the most important abiotic stresses that negatively impact agricultural productivity globally. It is estimated that 3600 million hectares (Mha) of arable land are lost to the salinization of soil out of 5200 Mha, resulting in a loss of USD 27.5 billi...
leader ) friends who choose the machine you install adjustment finished, before the official sowing seeds into the ground , or ask you now try to push in the furrow in some distance, check the seed is normal, but after sowing . And then be sure to always check...
FIVE-BAR pickup reel with flexible nylon spring finger, and automatic up-down header, header grounding harvesting to lowest the loss and breakage and pod shattering.Easy-operation and energy-saving, soybean harvesting specialist. Product Parameters Specification: Product Model 4LZ-1.6Z So...
some extent without further adjustment and parts changing. 7. Equipped with rolled cup device enables volume of packing changing anytime, loss reducing and improve productivity. 8. Alarming function for specific output; automatic display of packaging speed.9. Optional ...
Therefore, targeted modification of the soybean protein structure or the adjustment of key external factors in the food system can effectively change the binding affinity between protein and beany flavor compounds, thus eliminating the beany flavor. Active functional groups such as hydroxyl, sulfhydryl,...
and the adjustment range of the soybean header profiling system was 45–125 mm. The test results showed that the maximum absolute error of the cutter off the ground height detection device was 5.98 mm, the minimum absolute error was 1.00 mm, and the relative error was 0.038. The cutter heig...
The dynamic learning rate adjustment strategy in the learning rate decay training strategy was used. After each epoch was trained, it was tested on the validation set and its F1 value was recorded. When it was detected that the F1 value of the validation set did not rise under 3 epochs, ...