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plant disease detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-09-10 8:11pm

Generated on Sep 10, 2023

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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7402 Total Images

View All Images

Dataset Split

Train Set 86%

6336Images

Valid Set 3%

192Images

Test Set 12%

874Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group: plant

Tomato___Bacterial_spot_leaf

Unused Classes

Anthracnose Fruit Rot

Blossom Blight

Cassava Bacterial Disease

Cassava Brown Leaf Spot

Cassava Healthy

Cassava Mosaic

Cassava Root Rot

Cassava_Bacterial_Disease

Cassava_Brown_Leaf_Spot

Cassava_Healthy

Cassava_Mosaic

Cassava_Root_Rot

Chili Anthracnose Fruit

Chili Bacterial Leaf Spot

Chili Healthy Fruit

Chili___Anthracnose_fruit

Chili___Bacterial_leaf_spot

Chili___Healthy_fruit

Corn Blight

Corn Brown Spots

Corn Cercosporiose

Corn Charcoal

Corn Chlorotic Leaf Spot

Corn Healthy

Corn Insects Damages

Corn Mildiou

Corn Purple Discoloration

Corn Rust

Corn Smut

Corn Streak

Corn Stripe

Corn Violet Decoloration

Corn Yellow Spots

Corn Yellowing

Corn_Blight

Corn_Brown_Spots

Corn_Cercosporiose

Corn_Charcoal

Corn_Chlorotic_Leaf_Spot

Corn_Healthy

Corn_Insects_Damages

Corn_Mildiou

Corn_Purple_Discoloration

Corn_Rust

Corn_Smut

Corn_Streak

Corn_Stripe

Corn_Violet_Decoloration

Corn_Yellow_Spots

Corn_Yellowing

Eggplant Colorado Potato Beetle

Eggplant Fruit Rot

Eggplant Healthy Fruit

Eggplant Healthy Leaf

Eggplant___Colorado_potato_beetle

Eggplant___Fruit_rot

Eggplant___Healthy_fruit

Eggplant___Healthy_leaf

Gray Mold

Leaf Spot

Potato Alternaria Solani Leaf

Potato Common Scab Fruit

Potato Healthy Fruit

Potato Healthy Leaf

Potato Phytopthora Infestans Leaf

Potato Virus Leaf

Potato___Alternaria_solani_leaf

Potato___Common_scab_fruit

Potato___Healthy_fruit

Potato___Healthy_leaf

Potato___Phytopthora_infestans_leaf

Potato___Virus_leaf

Powdery Mildew Fruit

Powdery Mildew Leaf

Spider Mites

Tomato Anthracnose Fruit

Tomato Bacterial Spot Leaf

Tomato Bacterial Wilt

Tomato Brown Spots

Tomato Early Blight Leaf

Tomato Healthy

Tomato Healthy Fruit

Tomato Healthy Leaf

Tomato Late Blight Leaf

Tomato Leaf Curling

Tomato Leaf Mold

Tomato Mildiou

Tomato Mosaic

Tomato_Brown_Spots

Tomato_Leaf_Curling

Tomato_Mildiou

Tomato_Mosaic

Tomato___Anthracnose_fruit

Tomato___Early_blight_leaf

Tomato___Healthy_fruit

Tomato___Healthy_leaf

Tomato___Late_blight_leaf

Tomato___Leaf_mold

Tomato_bacterial_wilt

Tomato_healthy

spider mites

Attributes

1ebd463d-ddc5-47e4-8a45-482d411d0c26___GCREC_Bact-Sp-3178.JPG

640x640

0.41MP

Updated Dec 22, 55661

1:57AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

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Annotation Data

{
    "boxes": [
        {
            "label": "Tomato___Bacterial_spot_leaf",
            "x": 311,
            "y": 328,
            "width": 547,
            "height": 622.5
        }
    ],
    "height": 640,
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    "width": 640
}

plant disease detection

Dataset Versions

2023-09-10 8:11pm

Popular Download Formats

7402 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

1ebd463d-ddc5-47e4-8a45-482d411d0c26___GCREC_Bact-Sp-3178.JPG

Updated Dec 22, 55661

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data