Research on Automatic Cargo Recognition in Smart City Environment

Table 1

Number of images for each fruit.

Category	n_train	n_valid	n_test
Grape blue	984	164	164
Plum 3	900	152	152
Peach 2	738	123	123
Strawberry wedge	738	123	123
Tomato 1	738	123	123
Melon Piel de Sapo	738	123	123
Tomato 3	738	123	123
Cherry rainier	738	123	123
Cherry 2	738	123	123
Walnut	735	124	125
Pear stone	711	118	119
Pepper orange	702	117	117
Cauliflower	702	117	117
Fig	702	117	117
Pear Forelle	702	117	117
Pear 2	696	116	116
Tomato heart	684	114	114
Tomato 2	672	112	113
Apple red yellow 2	672	109	110
Pepper yellow	666	111	111
Pear red	666	111	111
Pepper red	666	111	111
Nut forest	654	109	109
Nut pecan	534	89	89
Pineapple mini	493	81	82
Rambutan	492	82	82
Grape pink	492	82	82
Grape white 3	492	82	82
Grapefruit white	492	82	82
Physalis	492	82	82
Lemon	492	82	82
Pomegranate	492	82	82
Pear	492	82	82
Peach flat	492	82	82
Peach	492	82	82
Papaya	492	82	82
Mulberry	492	82	82
Nectarine	492	82	82
Physalis with husk	492	82	82
Redcurrant	492	82	82
Apple braeburn	492	82	82
Apple red yellow 1	492	82	82
Apple red 2	492	82	82
Cantaloupe 1	492	82	82
Cherry 1	492	82	82
Cherry wax black	492	82	82
Cherry wax red	492	82	82
Tomato cherry red	492	82	82
Apricot	492	82	82
Cherry wax yellow	492	82	82
Cantaloupe 2	492	82	82
Apple red 1	492	82	82
Apple granny smith	492	82	82
Strawberry	492	82	82
Apple golden 2	492	82	82
Avocado ripe	491	83	83
Pear abate	490	83	83
Pineapple	490	83	83
Pepino	490	83	83
Cactus fruit	490	83	83
Banana red	490	83	83
Pear Williams	490	83	83
Banana	490	83	83
Apple red delicious	490	83	83
Passion fruit	490	83	83
Pear monster	490	83	83
Dates	490	83	83
Salak	490	81	81
Carambola	490	83	83
Maracuja	490	83	83
Kaki	490	83	83
Granadilla	490	83	83
Tamarillo	490	83	83
Grape white	490	83	83
Tangelo	490	83	83
Cocos	490	83	83
Raspberry	490	83	83
Grapefruit pink	490	83	83
Clementine	490	83	83
Guava	490	83	83
Pitahaya red	490	83	83
Huckleberry	490	83	83
Quince	490	83	83
Kumquats	490	83	83
Meyer Lemon	490	83	83
Limes	490	83	83
Lychee	490	83	83
Mandarine	490	83	83
Mango	490	83	83
Grape white 2	490	83	83
Apple golden 3	481	80	81
Nectarine flat	480	80	80
Apple golden 1	480	80	80
Orange	479	80	80
Tomato 4	479	80	80
Watermelon	475	78	79
Tomato not ripened	474	79	79
Grape white 4	471	79	79
Kohlrabi	471	78	79
Cucumber ripe 2	468	78	78
Eggplant	468	78	78
Kiwi	466	78	78
Hazelnut	464	78	79
Blueberry	462	77	77
Corn husk	462	77	77
Tomato yellow	459	76	77
Apple pink lady	456	76	76
Potato red washed	453	75	76
Banana lady finger	450	76	76
Pomelo sweetie	450	76	77
Corn	450	75	75
Potato sweet	450	75	75
Potato white	450	75	75
Beetroot	450	75	75
Onion red	450	75	75
Chestnut	450	76	77
Potato red	450	75	75
Plum	447	75	76
Onion red peeled	445	77	78
Pepper green	444	74	74
Apple crimson snow	444	74	74
Onion white	438	73	73
Apple red 3	429	72	72
Avocado	427	71	72
Mango red	426	71	71
Plum 2	420	71	71
Cucumber ripe	392	65	65
Tomato maroon	367	63	64
Pear kaiser	300	51	51
Mangosteen	300	51	51
Ginger root	297	49	50