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good admixture_black_gram admixture_cow_pea admixture_jowar admixture_sesame admixture_sunflower discolored_pink green_seeds immature_seeds shrunken_seeds split_seeds sticks stones yellow_seeds

yolov7

man

33 images 14 classes

good admixture_black_gram admixture_cow_pea admixture_jowar admixture_sesame admixture_sunflower discolored_pink green_seeds immature_seeds shrunken_seeds split_seeds sticks stones yellow_seeds

poly2

man

66 images 14 classes

good admixture_black_gram admixture_cow_pea admixture_jowar admixture_sesame admixture_sunflower discolored_pink green_seeds immature_seeds shrunken_seeds split_seeds sticks stones yellow_seeds

neww

151MONICA S

66 images 14 classes

good admixture_black_gram admixture_cow_pea admixture_jowar admixture_sesame admixture_sunflower discolored_pink green_seeds immature_seeds shrunken_seeds split_seeds sticks stones yellow_seeds

ploy3

man

34 images 14 classes

good admixture_black_gram admixture_cow_pea admixture_jowar admixture_sesame admixture_sunflower discolored_pink green_seeds immature_seeds shrunken_seeds split_seeds sticks stones yellow_seeds

data_coco

151MONICA S

33 images 14 classes

Classification

tflite

AKHIL

3.8k images 10 classes

rice wheat chana chana_res chana_resize guar maize not_grain soya whitebg_rice

it4_chana_app1

arun gautham

367 images 7 classes

Broken Dabra Desi chana fm-inorganic fm-organic hybrid

Object Detection Model snap yolonas yolonas-s

soya_detection

tekroi

42 images 8 classes 2 models

damage green healthy brokan fm_inorganice immature shrivelled weevilled

Broken Urad dal Discoloured Urad dal Fungal infected Urad dal Good Urad dal Infested Urad dal Live infestation

1-urad

JOHN B

353 images 6 classes

soya1

SOYABEEN

103 images 10 classes

0 Broken Damage Fm inorganic Fm organic Green Healthy Immature Shrivelled Weivelled

dog Broken Urad dal D Discoloured Urad dal Fungal Infected Urad dal Fungal Infested Urad dal Fungal infected Urad dal G Good Urad dal Infested Urad dal Live Infestation Live infestation w

urad dal

Testing

1.1k images 13 classes

Guar_classes

Guar

98 images 8 classes 1 model

broken damage healthy fm inorganice fm organice immature shrivelled weevilled

Broken Damaged Discolour Green Healthy Immature Inorganic foreign material Organic foreign material Other Edible Seeds Shriveled Weeveled

Desi_2

Desi

303 images 11 classes 1 model

Mexico_12

MEXICO

135 images 11 classes

B-1 B-2 B-3 B-4 Damage FM-I FM-O Healthy Immature Shreveled Weeveled

Desi_20

DESI

137 images 16 classes

B-1 B-2 B-3 B-4 Damage Discolor FM-I FM-O Green Healthy-1 Healthy-2 Immature Shreveled Weeveled-1 Weeveled-2 Weeveled-3

Hybrid_20

HYBRID

208 images 16 classes

B-1 B-2 B-3 B-4 Damage Discolor FM-I FM-O Green Healthy-1 Healthy-2 Immature Shreveled Weeveled-1 Weeveled-2 Weeveled-3

Admixture Broken Damage Discolor Discolour Green Healthy Immature Inorganic foreign material Organic foreign material Shriveled Weeveled fm-inorgnic fm-organic

Hybrid_all

Hybrid

1.4k images 14 classes

Hybric_admix

Hybrid

1.3k images 11 classes

Admixture Broken Damage Discolour Green Healthy Immature Shriveled Weeveled fm-inorgnic fm-organic

Admixture Broken Damaged Discolour Green Healthy Healthy-1 Healthy-2 Immature Inorganic foreign material Organic foreign material Shriveled Weeveled fm-inorgnic fm-organic

Desi_1

Desi

1.2k images 15 classes 1 model

slcindia_Dev-C

arun gautham

170 images 2 classes

chana fm

Desi_Admix

Desi

1.1k images 12 classes

Admixture Broken Damaged Discolour Green Healthy-1 Healthy-2 Immature Shriveled Weeveled fm-inorgnic fm-organic

seeds

justrain

50 images 3 classes

classe-1 classe-2 seeds

Desi_12

DESI

125 images 16 classes 1 model

B-1 B-2 B-3 B-4 Damage Discolor FM-I FM-O Green Healthy-1 Healthy-2 Immature Shreveled Weeveled-1 Weeveled-2 Weeveled-3

Grain and Objects Detection

Maize

2.1k images 93 classes

broken corn damage good healthy seed sunflower wheat 0 1 Arborio B-1 B-2 B-3 B-4 Basmati Basmati - A Basmati - B Basmati - C Benda asing

Admixture Broken Damage Healthy Immature Inorganic foreign material Organic foreign material Shriveled Weeveled fm-inorgnic fm-organic

Dabra_merged

dabra

813 images 11 classes

Broken Damage Fungus Healthy Immature Inorganic foreign material Organic foreign material Other Edible Seeds Shriveled Weeveled

Maize with prev dataset

Benetec

669 images 10 classes 1 model

Desi_8

DESI

161 images 16 classes

B-1 B-2 B-3 B-4 Damage Discolor FM-I FM-O Green Healthy-1 Healthy-2 Immature Shreveled Weeveled-1 Weeveled-2 Weeveled-3

desi_25

DESI

87 images 16 classes

B-1 B-2 B-3 B-4 Damage Discolor FM-I FM-O Green Healthy-1 Healthy-2 Immature Shreveled Weeveled-1 Weeveled-2 Weeveled-3

dabra_types

dabra

717 images 8 classes

Broken Damage Healthy Immature Shriveled Weeveled fm-inorgnic fm-organic

discoloured-auto

x

86 images 1 class

a

Mexico_8

MEXICO

152 images 11 classes

B-1 B-2 B-3 B-4 Damage FM-I FM-O Healthy Immature Shreveled Weeveled

maize_white

maicompw

198 images 6 classes

0 1 2 3 4 maize

Grain Detection

Northwestern SPS

1.6k images 48 classes

broken corn damage good healthy 0 1 2 B-1 B-2 B-3 B-4 Broken Corpos Estranhos Damage Damage-Discolor Danificado FM-I FM-O Fungus

maize_yellow

maicompy

177 images 6 classes

0 1 2 3 4 maize

Broken Urad dal Discoloured Urad dal Fungal infected Urad dal Good Urad dal Infested Urad dal Live infestation

zx

sangeetha Boby

150 images 6 classes 1 model

Broken Urad dal Discoloured Urad dal Fungal infected Urad dal Good Urad dal Infested Urad dal Live infestation

checkk

JOHN B Athappully

150 images 6 classes 1 model

Broken Urad dal Discoloured Urad dal Fungal infected Urad dal Good Urad dal Infested Urad dal Live infestation

x

sangeetha Boby

150 images 6 classes 1 model

Hemp

SZE

146 images 1 class 3 models

hemp-seed

mexico_merge_all

Mexico

1.1k images 9 classes

Admixture Broken Damage Healthy Immature Shriveled Weeveled fm-inorgnic fm-organic

Object Detection snap

Seeds

aleksa kat

1.7k images 13 classes

broken good seed stone 0 1 2 bad husk immature infected shelled straw

Hybrid_8

HYBRID

193 images 16 classes

B-1 B-2 B-3 B-4 Damage Discolor FM-I FM-O Green Healthy-1 Healthy-2 Immature Shreveled Weeveled-1 Weeveled-2 Weeveled-3

slcindia_Dev-C_Categories

arun gautham

36 images 9 classes

green broken-1 damage-1 dc fm-1 healthy-l imm-1 shrv-1 weev-1

Chana-Desi Inorganic Foreign Material Inorganic foreign material Maize-Yellow Maize Organic Foreign Material Organic foreign material Rice-Basmati Wheat fm

Mixed_grains

chana

48 images 9 classes