ZeroWaste-s can be used to refine the detection using semi-supervised or self-supervised learning methods. ZeroWasteAug Dataset As seen in Table 1, there is a significant imbalance in the class distribution of the col- lected ZeroWaste dataset that ca...
Clang instrumentation is mainly performed by using the SanitizerCoverage tool that comes with Xcode. SanitizerCoverage is a code coverage detection tool built into LLVM. Through configuration, it can insert__sanitizer_cov_trace_pc_guardcallback function into each custom function according to the corres...
detection capability for global dumpsites, we manually search satellite images of these 28 regions without using any additional methods and obtain 763 dumpsites. Meanwhile, we obtain a total of 755 dumpsites (98.6%) with the methodology of this work. Such results show that our dataset has a ...
The method was adapted from ref.73with minor modifications. HPAEC with pulsed amperometric detection was performed on an ICS-6000 (Dionex) using a CarboPac PA20 (3 150 mm, Dionex) anion exchange column at a flow rate of 0.4 ml min−1. Before sample injection, the column was eq...
# need to update these to reflect the values in the network you're using. # pylint: disable=line-too-long DATA_URL = 'http://download.tensorflow.org/models/image/imagenet/inception-2015-12-05.tgz' # pylint: enable=line-too-long BOTTLENECK_TENSOR_NAME = 'pool_3/_reshape:0' BOTTLENECK...
Endnote 1 Available in https://github.com/caiocponte/Graph- mining-for-the-detection-of-overcrowding-and-waste- of-resources-in-public-transport Abbreviations ETUFOR: Urban transport company of Fortaleza; GPS: Global positioning system; OD: Origin and destination Acknowledgements We thank the ...
Full size image Nine out of the 17 identified prophages could not be clustered with known isolated viruses or those identified in publicly available microbial genomes or metagenomes using a gene content-based classification (genus-level grouping)45, although half of them could be tentatively assigned...
Image processing and computer vision techniques, combined with machine learning algorithms, enable automated waste detection and classification based on visual characteristics. These approaches analyse images or video footage to identify and categorize different types of waste, enhancing waste sorting, ...
2.3.2. Regional Proposal Networks Using Faster R-CNN Inception-ResNet The Faster R-CNN architecture uses a regional proposal network to predict the class and localize the objects. The network is made up of two modules: the Regional Proposal Network (RPN) and the detection network. In order ...
A Deep Learning Approach to Universal Image Manipulation Detection Using a New Convolutional Layer. In Proceedings of the 4th ACM Workshop on Information Hiding and Multimedia Security, Vigo, Galicia, Spain, 20–22 June 2016; pp. 5–10. [Google Scholar] [CrossRef] Skelton, P.S.; Finn, A...