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In general, these algorithms require a large amount of training time, and little testing time.
However, as discussed earlier, such systems ignore recognition of complete ligatures and require large amount of training data.
Although it can achieve high accuracy, its performance often depends on the large amount of training data and complex computations.
A major issue with these implicit segmentation-based recognition techniques is that a large amount of training data is required.
For the success of deep learning, it is well known that a large amount of training data plays a vital role.
For instance the articulatory-to-appearance mapping is linear but non-linear mapping is possible because of the large amount of training data available by step 1.
Similar(33)
The SVM training is batch mode in nature and small length of feature vector allow space to large amount of train data.
PSM is an effective approach for alleviating the trouble of collecting large amounts of training samples.
Here's a quote from the company's CTO, "Training such Deep Neural Net models typically requires large amounts of training data and a high-performance computing environment.
However, it also shares one of its main weaknesses, namely, the need for large amounts of training data to compensate for data sparseness.
For open-ended tasks, having large amounts of training data is the key, as DNN-HMMs can take full advantage of the added training data and further push performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com