Exact(1)
As a result of manual annotation, approximately 50% of the predicted human and axolotl paralogs were discarded and 4 of the 1 1 orthologs were re-classified as duplicated axolotl loci (anterior gradient 2 homolog, integral membrane protein 2b, stress-associated endoplasmic reticulum protein 1, and parvalbumin).
Similar(59)
Manual annotation took around two hours for a single image.
The database includes 24 files of approximately 4-h duration each, and a total duration of approximately 87 h of annotated audio.a The manual annotation of the database was performed in two passes.
Attempts to use multimedia domain lists of words and dictionaries led to the creation of specific lists such as NUS-WIDE [38] a popular web image dataset extracted from Flickr and that includes approximately 260k images with a manual annotation of 81 concept categories.
Computational gene predictions are visible in the annotation interface to provide hints to annotators during first-pass manual annotation and also compared to completed manual annotation to identify potential missing features and flag them for manual re-investigation.
The manual annotation was performed by multiple independent annotators.
The genomes of T. parva and T. annulata are ~8 Mb long, with approximately 4000 genes each, identified through both automated and manual annotation.
When comparing this with the approximately 264,000 proteins over 2,800 taxa that additionally have manual annotation, it is clear that automatic annotation is a very powerful method of populating large numbers of proteins with annotations in a short amount of time.
However, the systematic biases balanced out such that FlySongSegmenter detected approximately the same amount of total sine song as manual annotation (Student's t = -1.5, 8 df, P = 0.16; Figure 3g).
Manual annotation of R-genes in the sequenced genomes of Cucurbitaceae species showed that approximately half of them are pseudogenes.
An automated video processing and behavior analysis system is desired to replace the traditional manual annotation.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com