About Data: Data was collected by a group of students at At?l?m University from food courts of several shopping mall at Ankara, Turkey. Acknowledgment: I would like to thank to my students who generated this data set: **Enes Recep ??nar , Burcu Alakus and Ertan Y?ld?z.** Brands: 5 Brand logos were recorded and then extracted still images from these videos. Furthermore, there is a class called "None" for images without any logos. Data is already split into two main directories as Train and Test for the user convenience. The logos are: ['Other', 'Starbucks', 'Subway', 'McDonalds', 'KFC', 'Burger King'] Total number of images: in Train: 1738 images belonging to 6 classes. in Test: 560 images belonging to 6 classes. Number of images for each logo class: **In train**: Burger King : 297 KFC : 70 McDonalds : 189 None: 825 Starbucks : 233 Subway : 124 **In test**: Burger King : 153 KFC : 20 McDonalds : 96 None: 224 Starbucks : 38 Subway : 29