Datasets:

susnato
/

plant_disease_detection_processed

image_id int64	width int64	height int64	objects dict	pixel_values sequence	pixel_mask sequence	labels dict
0	350	300	{"area":[17675,17545,17967,9480],"bbox":[[198,77,101,175],[3,114,145,121],[30,184,159,113],[226,4,12(...TRUNCATED)	[[[2.248908281326294,2.248908281326294,2.248908281326294,2.248908281326294,2.248908281326294,2.24890(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[17675.0,17545.0,17967.0,9480.0],"boxes":[[0.28999999165534973,0.5483333468437195,0.28857144(...TRUNCATED)
1	1,300	1,099	{"area":[95990,187680,109292,124584],"bbox":[[237,479,290,331],[105,520,480,391],[344,106,307,356],[(...TRUNCATED)	[[[-0.8164226412773132,-0.5595513582229614,-0.6109256148338318,-0.5938008427619934,-0.59380084276199(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[95990.0,187680.0,109292.0,124584.0],"boxes":[[0.7061538696289062,0.586442232131958,0.223076(...TRUNCATED)
2	1,011	804	{ "area": [ 261516, 215441 ], "bbox": [ [ 44, 217, 703, 372 ], [ 77, 137, 323, 667 ] ], "category": [ 1, 1 ] }	[[[-0.9020463824272156,-0.9020463824272156,-0.9876701831817627,-1.0219197273254395,-1.05616927146911(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[261516.0,215441.0],"boxes":[[0.6088031530380249,0.5012437701225281,0.6953511238098145,0.462(...TRUNCATED)
3	510	347	{"area":[66924,61232,514605,105280],"bbox":[[45,9,198,338],[318,1,178,344],[8,216,1015,507],[541,127(...TRUNCATED)	[[[-0.8677968978881836,-0.7821731567382812,-0.7821731567382812,-0.8677968978881836,-0.97054541110992(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[66924.0,61232.0,514605.0,105280.0],"boxes":[[0.859375,0.23482851684093475,0.193359375,0.445(...TRUNCATED)
4	500	383	{ "area": [ 90344, 37668 ], "bbox": [ [ 1, 3, 491, 184 ], [ 36, 205, 292, 129 ] ], "category": [ 3, 3 ] }	[[[1.4611696004867554,1.444044828414917,1.4269200563430786,1.375545859336853,1.3584210872650146,1.34(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[90344.0,37668.0],"boxes":[[0.5069999694824219,0.2480417788028717,0.9819999933242798,0.48041(...TRUNCATED)
5	450	338	{"area":[69336,14570,4977,1938],"bbox":[[108,65,321,216],[74,244,155,94],[61,34,79,63],[212,9,38,51](...TRUNCATED)	[[[-1.2959158420562744,-1.2959158420562744,-1.2959158420562744,-1.2616662979125977,-1.24454164505004(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[69336.0,14570.0,4977.0,1938.0],"boxes":[[0.40333330631256104,0.5118343234062195,0.713333368(...TRUNCATED)
6	1,500	1,153	{"area":[258970,52934,108192,150516],"bbox":[[96,367,893,290],[824,157,199,266],[1019,513,294,368],[(...TRUNCATED)	[[[2.1975338459014893,2.1975338459014893,2.1804091930389404,2.111910104751587,2.094785451889038,2.16(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[258970.0,52934.0,108192.0,150516.0],"boxes":[[0.6383333206176758,0.44405898451805115,0.5953(...TRUNCATED)
7	1,024	699	{"area":[167552,155379,165699],"bbox":[[295,210,352,476],[593,137,343,453],[124,6,513,323]],"categor(...TRUNCATED)	[[[1.7522903680801392,1.7522903680801392,1.7522903680801392,1.7522903680801392,1.7522903680801392,1.(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[167552.0,155379.0,165699.0],"boxes":[[0.5400390625,0.6409156322479248,0.34375,0.68097275495(...TRUNCATED)
8	1,600	1,200	{"area":[292950,211356,106780,110700,279600,88404,92125,53536,44955],"bbox":[[355,474,630,465],[261,(...TRUNCATED)	[[[-0.9876701831817627,-0.919171154499054,-0.919171154499054,-0.9362959265708923,-0.9362959265708923(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[292950.0,211356.0,106780.0,110700.0,279600.0,88404.0,92125.0,53536.0,44955.0],"boxes":[[0.5(...TRUNCATED)
9	600	600	{ "area": [ 239096 ], "bbox": [ [ 69, 11, 418, 572 ] ], "category": [ 6 ] }	[[[-2.1179039478302,-2.1179039478302,-2.1179039478302,-2.1179039478302,-2.1179039478302,-2.117903947(...TRUNCATED)	[[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,(...TRUNCATED)	{"area":[239096.0],"boxes":[[0.5366666913032532,0.49500003457069397,0.6966666579246521,0.95333337783(...TRUNCATED)

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This Dataset is created from processing the files from this GitHub repository : PlantDoc-Object-Detection-Dataset

Citation

BibTeX:

@inproceedings{10.1145/3371158.3371196,
author = {Singh, Davinder and Jain, Naman and Jain, Pranjali and Kayal, Pratik and Kumawat, Sudhakar and Batra, Nipun},
title = {PlantDoc: A Dataset for Visual Plant Disease Detection},
year = {2020},
isbn = {9781450377386},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3371158.3371196},
doi = {10.1145/3371158.3371196},
booktitle = {Proceedings of the 7th ACM IKDD CoDS and 25th COMAD},
pages = {249–253},
numpages = {5},
keywords = {Deep Learning, Object Detection, Image Classification},
location = {Hyderabad, India},
series = {CoDS COMAD 2020}
}

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