The objectives are to explore the application effect of deep learning (DL), neural network (NN) and human鈥搈achine interaction (HMI) technology in caricature style recognition and classification in the environment of artificial intelligence (AI). It provides a realistic basis for the integration ...
An AI system includes not only the technology, but also the people who will use it, the people who will be affected by it, and the environment in which it is deployed. Creating a system that is fit for its intended purpose requires an understanding of how the technology works, its ...
Create a new virtual environment and install packages. conda create -n st python pandas tqdm conda activate st If using cuda: conda install pytorch>=1.6 cudatoolkit=10.2 -c pytorch else: conda install pytorch cpuonly -c pytorch Install simpletransformers. pip install simpletransformers Optional ...
50 COVID-19 positive cases Clinical data, including PCR status To provide a learning environment for radiologists, radiology residents, and students worldwide The detailed information with patients’ age, clinical history, imaging findings, differential diagnosis list, and final diagnosis COVID-19-AR ...
3.1) Host Environment SetupOnce the Alveo is installed in the server, a script provided in the Vitis AI repository can be used to install the required components on the host machine. The instructions and script are found here and the key step to execute is the installation on the ...
Predict potential issues that may occur in specific locations due to weather conditions. Sustainable agriculture Agriculture is one of the most valuable pillars of human survival. Introducing sustainability can help improve farmers' productivity at a different level without damaging the environment: By ...
Although computer-aided diagnosis (CAD) is used to improve the quality of diagnosis in various medical fields such as mammography and colonography, it is not used in dermatology, where noninvasive screening tests are performed only with the naked eye, and avoidable inaccuracies may exist. This stu...
CSPDarkNet-tiny: For CSPDarkNet-tiny, the valid blocks IDs is any subset of {0, 1, 2, 3, 4, 5}(inclusive) freeze_bn Boolean False You can choose to freeze the Batch Normalization layers in the model during training. True or False input_image_size string "3,224,224" The dimension...
We recommend you create a virtual environment to conduct experiments. $ python -m venv agn $ source agn/bin/activate You should install TensorFlow in terms of your environment. Note that we only test the code under tensorflow<2.0, greater versions may not be compatible. Our environments: $ pi...
www.nature.com/scientificreports OPEN Classification of unlabeled online media Sakthi Kumar Arul Prakash1 & Conrad Tucker1,2,3,4,5* This work investigates the ability to classify misinformation in online social media networks in a manner that avoids the need for ground truth ...