Ball, A. & Duke, M. (2012) How to Cite Datasets and Link to Publications: a Report of the Digital Curation Centre. Retrieved December 12, 2014 from the World Wide Web: http://codata2012.tw/sites/default/files/text/slide/codata2012-Duke%20and%20Ball-How%20to%20Cite%20Dataset s%20...
Step 8. Cite the Dataset When publishing or presenting your research, it’s essential to give proper credit to the dataset’s creators. Include a citation to the Kaggle dataset in your research paper, thesis, or presentation. Provide information about the dataset’s name, source, and any rele...
13B LLM(v0). The captions are automatically generated and their high-quality alignment to the video are further ensured through subsequent alignment and filtering post-processing, all achieved without any human involvement. As a result, the HowToCaption dataset contains 25M aligned video-text pairs...
We show that models pretrained on the Cellpose dataset can be fine-tuned with only 500–1,000 user-annotated regions of interest (ROI) to perform nearly as well as models trained on entire datasets with up to 200,000 ROI. A human-in-the-loop approach further reduced the required user ...
Cite this Post Use the following entry to cite this post in your research: Joseph Nelson. (Jan 5, 2024). How to Label Image Data for Computer Vision Models. Roboflow Blog: https://blog.roboflow.com/tips-for-how-to-label-images/ Discuss this Post If you have any questions about this ...
We have a forthcoming publication that details the design consideration and creation process of the Softcite dataset. It also documents the annotation schema of the Softcite dataset.To ensure data consistency across the whole pipeline, we used GROBID, an open source machine learning library, to ...
Artificial intelligence powered by deep neural networks has reached a level of complexity where it can be difficult or impossible to express how a model ma
Synthetic data on a scatter plot that will be used for extraction. Image by the author. Also, it is important to remember that when we use data from sources, we should always cite where it came from as well as the methods of how that data was obtained. ...
Figure 1. The steps required to go from network traffic to publishing of a dataset suitable for ML methods. The red ellipse indicates the focus of this paper. Our previous research has focused on analyzing network traffic based on the NetFlow data format. In [3], we have proposed a new...
The Diabetes dataset [29,30] comprises measurements recorded from 768 women, who were at least 21 years old, of Pima Indian heritage, and tested for diabetes using World Health Organization criteria. One of the variables, “Blood Serum” Insulin, has significant amounts of missing data. These...