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DeepLearning

3D semantic segmentation for Electron Microscopy Dataset with nn-Unet

Dataset The dataset from the EPFL's CVLab represents a section of the CA1 hippocampus region of the brain, with a volume of 1065x2048x1536 and a voxel resolution of approximately 5x5x5nm. It's available as multipage TIF files and includes annotations for mitochondria in two sub-volumes, aimed at aiding research in accurately segmenting mitochondria and syn..

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DeepLearningActionRecognization

Animal Kingdom Dataset

Abstract Information: Animal action recognition is really important for various fields, such as animal behavior science and the protection and management of wildlife. Meanwhile, various action recognition methods based on Deep Learning request bigger datasets to train. Animal Kingdom which is a large dataset containing many species in different scenes and ..

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DeepLearningActionRecognization

The datasets for Action Recognization

How to build a dataset Define an action list, by combining labels from the previous action list and adding more categories depending on the use case. Obtain videos from various sources, such as movies or streaming media. Provide temporal annotations manually. Clean up the dataset by de-duplication and filtering Datasets list Datasets list HMDB51: It ..

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LaTeX

Notes on LaTeX formulas

is a document preparation system used for the communication and publication of scientific documents. However, it's not easy to use this to write formulas, especially for the beginners, typically how to choose the right font and Greek letter. This essay is a note for me to remember the latex formulas, which have vairous fonts and Greek letter. Furthermore ..

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