4. The method of claim 3 , further including expanding an amount of the images included in the batch by performing operations comprising: extracting a mask corresponding to at least one image of the images included in the batch; generating a synthetic image including an augmentation of the at least one image; and updating the batch to include the synthetic image.
3. The method of claim 1 , further including inputting, into the neural network, a batch of images to train neurons in the neural network to identify the pixels corresponding to the query object within the visual medium.