Computational Intelligence and Neuroscience / 2020 / Article / Tab 6

Review Article

Deep Learning for Retail Product Recognition: Challenges and Techniques

Table 6

Recognition performance comparison of approaches based on deep learning on benchmark datasets.

PublicationsGroZi-120 [89]GroZi-3.2k [13]
Precision (%)Recall (%)#product categoriesPrecision (%)Recall (%)#product categories

[58]45.2052.7012073.1073.6020
[20]73.5082.68181
[148]90.4790.26181
[71]Accuracy: 85.30181
[74]49.0529.3712065.8345.52857
92.1987.89181
[21]49.8012052.1627

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.