WebWhite blood cell (WBC) detection in microscopic images is indispensable in medical diagnostics; however, this work, based on manual checking, is time-consuming, labor … WebApr 7, 2024 · Download PDF Abstract: Small object detection requires the detection head to scan a large number of positions on image feature maps, which is extremely hard for …
(PDF) A Light-Weight CNN for Object Detection with
WebJun 23, 2024 · Small object detection is widely used in the real world. Detecting small objects in complex scenes is extremely difficult as they appear with low resolution. At present, many studies have made significant progress in improving the detection accuracy of small objects. However, some of them cannot balance the detection speed and … WebApr 15, 2024 · Furthermore, a modified lightweight object detection method, YOLOv5s-T, was incorporated. The experimental results show that the coefficient of determination (R2) between the predicted and true values of wheat spikelets was 0.97 for the flowering stage, 0.85 for the grain filling stage, and 0.78 for the mature stage. nor hisham bin mohamad
A Survey on Lightweight CNN-Based Object Detection Algorithms …
WebOct 31, 2024 · This work is for designing one-stage lightweight detectors which perform well in terms of mAP and latency. With baseline models each of which targets on GPU and CPU respectively, various operations are applied instead of the main operations in backbone networks of baseline models. In addition to experiments about backbone networks and … WebThe object detection task is to locate and classify objects in an image. The current state-of-the-art high-accuracy object detection algorithms rely on complex networks and high computational cost. These algorithms have high requirements on the memory resource and computing capability of the deployed device, and are difficult to apply to mobile ... Weblight-face-person-object-detection. Powered by Tensorflow Object Detection API & Opencv, detecting traffic lights, faces and person in real time by SSD_mobilenet. Using tf.Dataset … how to remove modpacks from curseforge