Computer Vision News - August 2019

and specialized annotation team, so that we can offer our client two different solutions: either we provide an annotation GUI, a sort of assisted annotation tool that suggests possible label choices, so that the annotator can choose the appropriate ones. This tooldisplays the areas that look problematic in the fruit and the annotator only needs to adjust the borders or classify the type of defect. The other solution the client can choose is to involve us also in the labelling process and brief our annotating team giving them appropriate instructions. One last point which needs to be highlighted: our typical client is the manufacturer of the sorting machine and not the packaging factory which needs to do the sorting. The former offers a given set of features, while Take us along for your next Deep Learning project! Request a call here the latter might request to classify using different categories or different defects. This is why we recommend our clients to works as much as possible in advance with its own clients, to make sure that they receive early in the project the optimal system, with no need to repeated interaction and finetuning. This tip might save a lot of time and money in the development of the final solution. Fruit sorting and grading 19