Datasets:
image imagewidth (px) 1k 5.55k | mask imagewidth (px) 1k 5.55k | objects dict | image_set stringclasses 3
values | population stringclasses 24
values | annotation_set stringclasses 3
values | split stringclasses 2
values |
|---|---|---|---|---|---|---|
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} | ImgCross | ImgOldImgNew-training-data-1000 | train | |||
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... | ImgNew | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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9... | ImgOld | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Amazonas | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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97... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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[
481,
123,
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[
624,
125,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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202,
148,
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[
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141,
103,
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[
484,
108,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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142,
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663,
88,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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[
638,
89,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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171,
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[
317,
83,
120,
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[
470,
67,
12... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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186,
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111,
241
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[
340,
136,
118,
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[
483,
94,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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148,
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[
360,
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529,
127,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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509,
196,
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[
625,
153,
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[
772,
69,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
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233,
190,
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[
388,
191,
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319
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[
563,
125,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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163,
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275,
140,
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[
402,
137,
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[
533,
119,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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299,
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[
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[
602,
125,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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223,
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508,
343,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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[
494,
300,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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331,
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[
625,
86,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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600,
84,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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522,
166,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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487,
308,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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565,
111,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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495,
308,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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124,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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223,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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85... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
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... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
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[
477,
276,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
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[
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[
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170,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
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[
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[
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[
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... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
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[
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[
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],
[
615,
105,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
70,
2,
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[
24,
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180,
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304,
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[
436,
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[
568,
128,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
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[
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],
[
571,
137,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
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[
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[
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],
[
469,
153,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
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[
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192,
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[
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[
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],
[
458,
136,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
39,
578,
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[
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459
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[
35,
405,
136,
140
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[
185,
345,
128,
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[
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311,
136,
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],
[
494,
303,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
97,
2,
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495
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[
100,
161,
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245
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[
203,
176,
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230
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[
323,
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[
445,
119,
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],
[
542,
80,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
1,
552,
960,
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[
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1,
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[
176,
233,
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[
328,
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[
457,
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],
[
596,
62,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
78,
1,
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538
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[
140,
280,
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170
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[
285,
175,
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[
468,
172,
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[
632,
64,
84,
390
]
],
"categories": [
1,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
76,
1,
907,
526
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[
65,
247,
95,
201
],
[
170,
197,
116,
246
],
[
298,
98,
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],
[
411,
158,
94,
293
],
[
515,
149,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
1,
1,
992,
525
],
[
49,
197,
110,
236
],
[
183,
167,
103,
275
],
[
305,
162,
117,
280
],
[
444,
165,
107,
277
],
[
574,
123,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
45,
1,
946,
544
],
[
34,
200,
123,
263
],
[
187,
170,
97,
289
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[
314,
175,
109,
287
],
[
446,
184,
121,
274
],
[
588,
161,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
30,
2,
960,
549
],
[
54,
252,
124,
228
],
[
241,
194,
110,
271
],
[
441,
176,
92,
293
],
[
619,
170,
91,
301
],
[
787,
74,
... | ImgOld | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
122,
1,
874,
523
],
[
12,
250,
120,
196
],
[
156,
159,
80,
278
],
[
261,
161,
90,
284
],
[
379,
157,
83,
273
],
[
490,
144,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train | ||
{
"bbox": [
[
1,
571,
937,
43
],
[
909,
92,
30,
477
],
[
95,
303,
137,
276
],
[
263,
296,
145,
283
],
[
447,
239,
126,
333
],
[
615,
212,
... | ImgNew | Ancash | ImgOldImgNew-training-data-1000 | train |
Deepcob Maize Cob Segmentation
Annotated images from DeepCob, a Mask R-CNN pipeline for maize cob phenotyping built on photographs of native maize landraces from the Peruvian maize genebank. Cobs laid out next to a ruler are outlined with polygons, given here as a mask (background, cob, ruler) and matching boxes. The 1,248 images come from the record's annotated training and validation sets, drawn from the older (ImgOld) and newer (ImgNew) genebank photo series and a separate cross-population set (ImgCross); the genebank population of origin is kept where the record lists it. The dataset contains 1,248 images with 8,919 bounding box annotations across 2 categories.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
The original train/test/val split has been preserved in the split column.
Citation
@article{kienbaum2021deepcob,
title={DeepCob: precise and high-throughput analysis of maize cob geometry using deep learning with an application in genebank phenomics},
author={Kienbaum, Lydia and Correa Abondano, Miguel and Blas, Raul and Schmid, Karl},
journal={Plant Methods},
volume={17},
pages={91},
year={2021},
publisher={BioMed Central}
}
The dataset itself can be cited as:
Kienbaum, L., Abondano, M. C., Blas, R., & Schmid, K. (2021). DeepCob: Precise and high-throughput analysis of maize cob geometry using deep learning with an application in genebank phenomics [Graphic]. Zenodo. https://doi.org/10.5281/ZENODO.4587304
This dataset was reformatted from its original format to match HuggingFace standards.
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