What are the current state-of-the-art object detection models?

This paper discusses the development of a prototype to detect the activeness of stingless beehives using 'You Only Look Once -Version 3' (YOLO-V3) technology. In this work, we address the problem of car license plate detection using a You Only Look Once (YOLO)-darknet deep learning framework. In this paper, we use ... Sloth's JSON output to the Darknet format, which is then used for training. • For training the detector, we utilized the YOLO (You Only Look Once). Object ... Mar 15, 2021 ... Darknet: Open source neural networks in c. 2013. [13] Atienza, R. (2020). Advanced Deep Learning with TensorFlow 2 and Keras: Apply DL, GANs ... Jan 17, 2023 ... One of the main improvements in YOLO v3 is the use of a new CNN architecture called Darknet-53. Darknet-53 is a variant of the ResNet ... Oct 12, 2022 ... We can use AMD GPUs (literally any GPU which has OpenCL support) on FreeBSD to do accelerated YOLO 3 machine vision AI/ML tasks. Aug 2, 2021 ... In this tutorial, we will see how to use Jetson Xavier NX with YOLO v4 and darknet. In the past, we have already talked about the Nvidia ... Jan 7, 2020 ... ! #yolov3 #objectdetection #darknet Resources: Install Darknet Video ... YOLO-NAS vs YOLOV8 for Real-time Object Detection - Pros and Cons. May 3, 2021 ... This is going to be a short blog post about what you need to do optimize and run your own custom DarkNet yolo models with TensorRT. May 17, 2018 ... Many things are more or less self-explanatory (size, stride, batch_normalize, max_batches, width, height). If you have more questions, feel free to comment.