Datasets:

TrainingDataPro
/

grocery-shelves-dataset

Tasks:

Image Segmentation

Languages: English

Tags: code finance

License: cc-by-nc-nd-4.0

Dataset card Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

Go to dataset viewer

Viewer

image_id uint32 1 17	image image	mask image	shapes string
1			"[{'type': 'polyline', 'label': 'Box', 'points': [(414.8, 378.1), (621.6, 373.3), (618.69, 637.93), (437.8, 642.7)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(8.24, 430.94), (212.74, 429.6), (228.4, 637.4), (21.5, 645.9)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(226.1, 637.1), (426.5, 634.3), (409.9, 426.0), (217.3, 432.2)], 'attributes': {'is_flipped': 'false', 'is_facing': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(203.6, 218.5), (404.9, 211.3), (413.2, 419.7), (215.0, 425.0)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(2.81, 223.03), (195.28, 212.61), (210.52, 423.52), (7.63, 425.93)], 'attributes': {'is_flipped': 'false', 'is_facing': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(853.21, 257.52), (1099.4, 254.6), (1088.99, 634.76), (850.33, 631.87)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(626.0, 284.3), (846.4, 280.4), (843.5, 647.1), (624.1, 643.2)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1117.0, 323.0), (1364.3, 328.7), (1355.7, 637.6), (1105.4, 628.1)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}]"
2			"[{'type': 'polyline', 'label': 'Box', 'points': [(178.22, 6.12), (584.48, 69.68), (504.72, 464.72), (108.43, 384.96)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(594.6, 64.9), (1015.8, 118.5), (984.6, 559.7), (511.1, 462.5)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
3			"[{'type': 'polyline', 'label': 'Box', 'points': [(179.18, 16.4), (295.21, 3.02), (293.56, 410.54), (179.41, 411.71)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(63.99, 25.38), (174.76, 16.64), (175.61, 411.24), (63.71, 412.37)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(413.1, 71.35), (517.82, 62.83), (505.64, 408.64), (398.1, 409.3)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(520.66, 53.56), (638.7, 48.15), (635.99, 408.37), (516.6, 408.7)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(647.16, 30.9), (776.36, 27.86), (774.67, 405.66), (640.73, 407.35)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}]"
4			"[{'type': 'polyline', 'label': 'Box', 'points': [(350.8, 118.59), (712.72, 116.74), (714.57, 315.6), (344.63, 307.57)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1.86, 120.44), (320.54, 128.47), (325.48, 307.57), (1.86, 297.69)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}]"
5			"[{'type': 'polyline', 'label': 'Box', 'points': [(629.3, 2.5), (770.1, 4.6), (762.98, 432.77), (629.26, 430.95)], 'attributes': {'is_facing': 'false', 'is_flipped': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(327.8, 22.5), (473.9, 6.3), (468.2, 431.63), (313.2, 431.09)], 'attributes': {'is_flipped': 'false', 'is_facing': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(182.9, 35.1), (316.3, 19.5), (312.1, 431.09), (176.2, 430.54)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(478.4, 13.2), (627.1, 0.4), (626.1, 430.9), (475.43, 431.01)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}]"
6			"[{'type': 'polyline', 'label': 'Box', 'points': [(808.77, 303.11), (945.26, 303.98), (947.86, 494.63), (810.07, 498.1)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(119.14, 46.87), (289.68, 50.51), (292.8, 238.21), (147.74, 235.09)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(301.74, 52.24), (429.93, 51.52), (435.7, 238.55), (304.63, 237.47)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(866.62, 46.14), (1003.89, 59.86), (1003.89, 244.55), (873.48, 241.43)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(93.1, 313.6), (237.17, 306.84), (243.41, 504.94), (116.4, 508.3)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(219.06, 300.51), (383.71, 299.65), (384.14, 504.6), (241.15, 505.46)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(383.83, 298.98), (536.08, 300.78), (530.7, 504.2), (386.84, 504.49)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(667.5, 300.2), (804.96, 302.68), (804.96, 498.7), (668.2, 500.8)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(6.5, 50.73), (114.7, 58.5), (147.92, 235.49), (23.65, 239.7)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(443.07, 42.19), (595.7, 52.0), (593.4, 237.6), (445.15, 237.69)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(615.5, 46.0), (711.1, 48.3), (709.13, 240.08), (593.18, 239.04)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(720.3, 43.7), (871.6, 69.0), (872.55, 242.89), (711.36, 238.73)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
7			"[{'type': 'polyline', 'label': 'Box', 'points': [(284.21, 453.35), (551.21, 449.73), (550.61, 794.65), (285.42, 797.06)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(38.67, 457.07), (283.1, 453.59), (283.1, 797.18), (9.1, 800.66)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(57.0, 26.5), (316.16, 21.28), (270.92, 302.24), (16.06, 306.59)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1813.1, 406.24), (2083.72, 399.59), (2115.0, 717.3), (1866.8, 712.2)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1566.04, 431.0), (1813.7, 421.94), (1860.6, 714.2), (1597.45, 720.35)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1317.86, 436.71), (1564.32, 429.46), (1586.6, 693.5), (1334.4, 715.0)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1068.69, 423.35), (1315.85, 416.81), (1330.96, 713.8), (1075.24, 734.44)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(827.63, 444.9), (1070.46, 444.17), (1076.26, 781.96), (821.11, 786.31)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(326.9, 46.0), (547.62, 40.85), (521.1, 304.0), (277.4, 301.9)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(550.12, 22.41), (795.37, 13.35), (789.27, 295.15), (527.7, 296.1)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(552.42, 449.12), (818.8, 445.5), (820.02, 791.63), (550.61, 794.65)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
8			"[{'type': 'polyline', 'label': 'Box', 'points': [(99.9, 129.3), (526.2, 136.3), (457.0, 685.4), (26.2, 681.8)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(582.27, 123.63), (999.52, 124.75), (989.0, 692.5), (592.9, 690.5)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1048.74, 77.76), (1451.4, 91.4), (1427.1, 701.7), (1049.6, 688.8)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1465.31, 143.09), (1877.42, 129.67), (1897.55, 712.25), (1490.82, 702.85)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
10			"[{'type': 'polyline', 'label': 'Box', 'points': [(393.84, 191.88), (556.8, 187.35), (556.8, 465.42), (383.49, 468.01)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(228.04, 191.72), (391.0, 190.79), (380.76, 470.16), (207.55, 470.16)], 'attributes': {'is_facing': 'false', 'is_flipped': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(567.14, 185.37), (734.77, 179.65), (741.52, 462.93), (564.02, 465.27)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(771.43, 161.62), (952.5, 159.03), (958.32, 462.97), (768.2, 462.32)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(955.62, 156.98), (1142.08, 151.05), (1160.94, 458.76), (965.86, 461.46)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1146.39, 146.74), (1339.32, 140.81), (1366.26, 459.84), (1164.18, 460.38)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
11			"[{'type': 'polyline', 'label': 'Box', 'points': [(301.38, 36.38), (457.74, 40.92), (458.6, 576.1), (281.6, 577.3)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(473.69, 37.76), (628.16, 41.03), (625.4, 473.2), (464.5, 471.0)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(636.5, 38.0), (801.48, 38.02), (808.55, 574.49), (636.1, 574.8)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(116.3, 35.5), (291.72, 38.47), (278.7, 576.6), (101.1, 575.5)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}]"
12			"[{'type': 'polyline', 'label': 'Box', 'points': [(227.5, 115.1), (440.0, 117.0), (440.0, 612.5), (214.71, 611.07)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(447.1, 119.0), (655.7, 124.7), (654.1, 615.3), (441.8, 612.27)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(11.34, 189.39), (221.69, 192.38), (214.7, 610.7), (6.36, 608.08)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
13			"[{'type': 'polyline', 'label': 'Box', 'points': [(123.0, 37.9), (217.2, 35.9), (201.6, 350.6), (113.5, 353.3)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(16.16, 45.21), (116.8, 44.6), (106.7, 353.2), (7.68, 356.65)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(241.6, 51.5), (348.81, 50.11), (349.49, 345.15), (241.0, 349.2)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(356.14, 21.76), (451.1, 19.7), (456.52, 339.86), (357.5, 344.61)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
14			"[{'type': 'polyline', 'label': 'Box', 'points': [(500.26, 70.38), (896.63, 66.0), (850.7, 519.9), (567.3, 526.5)], 'attributes': {'is_flipped': 'false', 'is_facing': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(508.5, 528.0), (874.7, 520.7), (829.5, 923.2), (566.2, 924.2)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(881.3, 73.0), (1258.9, 72.0), (1214.6, 508.8), (933.7, 510.2)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(18.3, 66.6), (448.47, 64.46), (398.11, 527.16), (100.13, 536.6)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(98.6, 539.8), (484.4, 525.3), (447.9, 922.4), (170.8, 932.8)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(884.2, 516.4), (1235.5, 514.2), (1174.53, 900.86), (931.46, 899.11)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
15			"[{'type': 'polyline', 'label': 'Box', 'points': [(5.51, 86.73), (188.99, 82.28), (196.0, 353.2), (21.2, 355.6)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(394.85, 71.31), (615.52, 70.88), (598.0, 345.9), (392.4, 347.3)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(174.34, 112.37), (382.81, 108.27), (385.9, 350.7), (192.7, 352.9)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(621.56, 94.68), (844.12, 93.94), (819.1, 341.1), (607.9, 343.1)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}]"
16			"[{'type': 'polyline', 'label': 'Box', 'points': [(543.21, 241.34), (1076.43, 241.34), (1065.41, 971.76), (556.43, 966.26)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(10.0, 241.2), (539.5, 243.7), (546.51, 954.14), (34.22, 955.97)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}]"
17			"[{'type': 'polyline', 'label': 'Box', 'points': [(690.88, 339.08), (1285.23, 330.34), (1275.4, 1287.42), (764.08, 1301.62)], 'attributes': {'is_flipped': 'false', 'is_facing': 'true'}}, {'type': 'polyline', 'label': 'Box', 'points': [(1285.45, 330.99), (1944.9, 332.3), (1829.54, 1341.83), (1285.45, 1351.0)], 'attributes': {'is_facing': 'true', 'is_flipped': 'false'}}, {'type': 'polyline', 'label': 'Box', 'points': [(12.4, 370.3), (690.2, 338.9), (766.27, 1365.43), (174.97, 1378.54)], 'attributes': {'is_facing': 'false', 'is_flipped': 'false'}}]"

Grocery Shelves Dataset

Facing is the process of arranging products on shelves and counters.

The dataset consist of labeled photographs of grocery store shelves. The Grocery Shelves Dataset can be used to analyze and optimize product placement data, develop strategies for increasing product visibility, maximize the effectiveness of the product placements and increase sales.

Get the dataset

This is just an example of the data

Leave a request on https://trainingdata.pro/data-market to discuss your requirements, learn about the price and buy the dataset.

Dataset structure

img - contains of original images of grocery store shelves
labels - includes polyline labeling for the original images
annotations.xml - contains coordinates of the polylines and labels, created for the original photo

Data Format

Each image from img folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the polylines for product placement. For each point, the x and y coordinates are provided.

Attributes

is_flipped - the product position (true if the product is flipped)
is_facing - the product visability (true if the product's cover is turned towards us and can be clearly seen)