Sign in to download full-size image Figure 2. Total size (in millions of specimens) of biological collections (extant and fossil) of several major natural history museums. Abbreviations are: AMNH, American Museum of Natural History; CAS, California Academy of Sciences; MCZ, Museum of Comparative...
Full size image Classifying genus and family of untrained species (RQ 2) We performed another set of experiments at the genus and family level in order to study how well a CNN classifier can learn their visual resemblance and differences. We used the ’exclusive sets’ strategy (ExS), assurin...
1, the label of the category to which it belongs is given. The task in this stage can be called classification and only gives the category information of the image. In the second stage, “where” corresponds to the location task in computer vision, and the positioning of this stage is ...
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Full size image Although a condensation between3and4is plausible (Supplementary Fig.1), it was unclear what type of enzyme could catalyse this type of reaction. Moreover, it was not clear if3and/or4needed to be further tailored before coupling. Because of this, we chose to rely heavily on...
Sign in to download hi-res image Fig. 4. A 13-year record of soil water content (A) or soil water potential (B) at two measurement depths (0–35, or 35–70 cm) for the Walker Branch Watershed in Tennessee (modified from data in Hanson et al. (2004)). The dashed line in B re...
(weights, biases) of the network such that the network accurately learns the mapping from the input data to the desired output label. The trained model is then finally tested on the unseen test image data subset. After successful completion of this testing, the DL network can be deployed for...
Full size image We next purified and obtained CM samples and subjected them to proteomics analysis (Supplementary Table3). The GO cellular component analysis indicated that the protein components were mainly related to the structure of the cell membrane (Fig.1i). The potential functions were signif...
4). WIPI-1, the close homolog of ATG18 in plants, has been used to analyze the autophagosomal structures in the ATG5 mutants in mammal56. We have thus performed confocal analysis with image deconvolution on the ATG18a-GFP in atg5-1 mutants. In sharp contrast to the Col-0 cells, our ...