Apple flower detection is an important project in the apple planting stage. This paper proposes optimized network model based on a generative module and pruning inference. Due to problems of instability, non-convergence, overfitting convolutional neural networks case insufficient samples, this uses various image pre-processing methods including Cutout, CutMix, Mixup, SnapMix, Mosaic algorithms ...

INTERTROCHANTERIC FRACTURES Approximately 50% of intertrochanteric fractures are stable and have minimal or no posteromedial comminution. The remaining 50% are unstable and have posteromedial instability and little resistance to varus deformity.1,4,5 Older rigid devices led to cutout or penetration of the nail as the fracture impacted. In the late 1960s, sliding devices were developed to allow ...

Abstract This study displays an assessment of SUS management in a Brazilian interstate health region. An evaluative was conducted with levels regional analysis and data production, combining interviews key informants documentary analysis. Sources were compared linked to analytical categories the Government Triangle, showing cutout outcomes government’s capacity assessment. There is low for gove...

Steel plates are used in various structures, such as the structures of the deck and body of ships, bridges, and aerospace industry. In this study, we investigate the buckling and post-buckling behavior of rectangular steel plates having circular cutouts with two boundary conditions: first, clamped supports at upper and lower ends and free supports at other edges; second, clamped supports at upp...

Abstract Knee arthroplasty follow-up involves only a limited number of X-ray-based implant condition assessments at extended intervals. Polyethylene (PE) wear knee endoprosthesis often progresses unnoticed until symptomatic adverse effects become apparent or failure occurs. A PE measuring concept, consisting an implanted passive sensor and extracorporeal readout unit, was previously presented b...

The design of interior cutouts in laminated composite panels is of great importance in aerospace, automobile and structural engineering. Based on the Tsai–Hill failure criterion of the first ply, this paper presents a newly developed Fixed (FG) Grid Evolutionary Structural Optimization (ESO) method to explore shape optimization of multiple cutouts in composite structures. Different design cases...