Description of the object, the Objective-C version of ToString. (Inherited from NSObject) Device Gets the device for which the kernel will be encoded. (Inherited from MPSKernel) Handle Handle (pointer) to the unmanaged object representation. (Inherited from NSObject) Histogram...
For the NOCS map heads, we use two loss functions: a standard softmax loss function for classification, and the following soft L1 loss function for regression which makes learning more robust. L(y, y∗) = 1 n 5 (y − y∗)2, |y − y∗| ≤ ...
Description of the object, the Objective-C version of ToString. (Inherited from NSObject) Device Gets the device for which the kernel will be encoded. (Inherited from MPSKernel) Handle Handle (pointer) to the unmanaged object representation. (Inherited from NSObject) HistogramInfo IsDire...
Thus, we introduce joint normalized virtual softmax loss (NV-softmax loss) and triplet loss to guide a better feature distance learning. In the practical application of vehicle ReID technology, comparing with the other softmax-base method, ours can return more accurate query results, thus ...
Step-4: A loss function elf(gy(x))elf(gy(x)) is claimed to be margin maximizing loss when elf′(gy(x))≤0elf′(gy(x))≤0 for all gy gy values. Hence, optimization relying on these loss function kinds will enhance the true margin. With maximization of the loss function (elf(gy...