Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K - 100K
ArXiv:
License:
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"2026-07-09T19:57:50.711Z"}}, {"name": "ground_truth", "ftype": "fiftyone.core.fields.EmbeddedDocumentField", "embedded_doc_type": "fiftyone.core.labels.Classification", "subfield": null, "fields": [{"name": "id", "ftype": "fiftyone.core.fields.ObjectIdField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "_id", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-09T19:57:52.133Z"}}, {"name": "tags", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "tags", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-09T19:57:52.133Z"}}, {"name": "label", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "label", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-09T19:57:52.133Z"}}, {"name": "confidence", 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"subfield": null, "fields": [], "db_field": "split", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-09T19:57:52.138Z"}}, {"name": "source_url", "ftype": "fiftyone.core.fields.StringField", "embedded_doc_type": null, "subfield": null, "fields": [], "db_field": "source_url", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-09T19:57:52.140Z"}}, {"name": "disease_prompts", "ftype": "fiftyone.core.fields.ListField", "embedded_doc_type": null, "subfield": "fiftyone.core.fields.StringField", "fields": [], "db_field": "disease_prompts", "description": null, "info": null, "read_only": false, "created_at": {"$date": "2026-07-09T19:57:52.143Z"}}], "frame_fields": [], "saved_views": [{"_id": {"$oid": "6a5000582634b1bb0dd912c3"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "v1-full", "description": "PlantWild v1: 89 classes (incl. healthy leaves), with official split/url/prompt metadata.", "slug": "v1-full", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$eq\": [\"$dataset_version\", \"v1\"]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.734Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.734Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912c4"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "v2-full", "description": "PlantWild v2: 115 expert-refined disease-only classes, no split/url metadata.", "slug": "v2-full", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$eq\": [\"$dataset_version\", \"v2\"]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.756Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.756Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912c5"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "v1-train", "description": "Official PlantWild v1 training split (13,045 samples).", "slug": "v1-train", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$and\": [{\"$eq\": [\"$dataset_version\", \"v1\"]}, {\"$eq\": [\"$split\", \"train\"]}]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.770Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.770Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912c6"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "v1-val", "description": "Official PlantWild v1 validation split (1,820 samples).", "slug": "v1-val", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$and\": [{\"$eq\": [\"$dataset_version\", \"v1\"]}, {\"$eq\": [\"$split\", \"val\"]}]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.791Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.791Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912c7"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "v1-test", "description": "Official PlantWild v1 test split (3,677 samples).", "slug": "v1-test", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$and\": [{\"$eq\": [\"$dataset_version\", \"v1\"]}, {\"$eq\": [\"$split\", \"test\"]}]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.800Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.800Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912c8"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "shared-classes", "description": "Samples (both versions) whose class appears in both v1 and v2 taxonomies (58 classes) - useful for cross-version comparison.", "slug": "shared-classes", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$in\": [\"$ground_truth.label\", [\"apple black rot\", \"apple mosaic virus\", \"apple rust\", \"apple scab\", \"banana panama disease\", \"basil downy mildew\", \"bean halo blight\", \"bean mosaic virus\", \"bean rust\", \"blueberry rust\", \"broccoli downy mildew\", \"cabbage alternaria leaf spot\", \"carrot cavity spot\", \"cauliflower alternaria leaf spot\", \"celery anthracnose\", \"celery early blight\", \"cherry leaf spot\", \"cherry powdery mildew\", \"citrus canker\", \"citrus greening disease\", \"coffee leaf rust\", \"corn gray leaf spot\", \"corn northern leaf blight\", \"corn rust\", \"corn smut\", \"cucumber angular leaf spot\", \"cucumber bacterial wilt\", \"cucumber powdery mildew\", \"eggplant cercospora leaf spot\", \"garlic leaf blight\", \"garlic rust\", \"ginger leaf spot\", \"ginger sheath blight\", \"grape black rot\", \"grape downy mildew\", \"grape leaf spot\", \"grapevine leafroll disease\", \"lettuce downy mildew\", \"lettuce mosaic virus\", \"maple tar spot\", \"peach leaf curl\", \"plum pocket disease\", \"potato early blight\", \"potato late blight\", \"rice blast\", \"rice sheath blight\", \"squash powdery mildew\", \"strawberry anthracnose\", \"strawberry leaf scorch\", \"tobacco mosaic virus\", \"tomato bacterial leaf spot\", \"tomato early blight\", \"tomato late blight\", \"tomato leaf mold\", \"tomato mosaic virus\", \"tomato septoria leaf spot\", \"tomato yellow leaf curl virus\", \"zucchini yellow mosaic virus\"]]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.846Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.846Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912c9"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "v2-novel-diseases", "description": "v2 samples from the 57 newly-added disease classes not present in v1.", "slug": "v2-novel-diseases", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$and\": [{\"$eq\": [\"$dataset_version\", \"v2\"]}, {\"$in\": [\"$ground_truth.label\", [\"banana anthracnose\", \"banana black leaf streak\", \"banana bunchy top\", \"banana cigar end rot\", \"banana cordana leaf spot\", \"bell pepper bacterial spot\", \"bell pepper blossom end rot\", \"bell pepper frogeye leaf spot\", \"bell pepper powdery mildew\", \"blueberry anthracnose\", \"blueberry botrytis blight\", \"blueberry mummy berry\", \"blueberry scorch\", \"broccoli alternaria leaf spot\", \"broccoli ring spot\", \"cabbage black rot\", \"cabbage downy mildew\", \"carrot alternaria leaf blight\", \"carrot cercospora leaf blight\", \"cauliflower bacterial soft rot\", \"coffee berry blotch\", \"coffee black rot\", \"coffee brown eye spot\", \"eggplant phomopsis fruit rot\", \"eggplant phytophthora blight\", \"peach anthracnose\", \"peach brown rot\", \"peach rust\", \"peach scab\", \"plum bacterial spot\", \"plum brown rot\", \"plum pox virus\", \"plum rust\", \"raspberry fire blight\", \"raspberry gray mold\", \"raspberry leaf spot\", \"raspberry yellow rust\", \"soybean bacterial blight\", \"soybean brown spot\", \"soybean downy mildew\", \"soybean frog eye leaf spot\", \"soybean mosaic\", \"soybean rust\", \"tobacco blue mold\", \"tobacco brown spot\", \"tobacco frogeye leaf spot\", \"wheat bacterial leaf streak (black chaff)\", \"wheat head scab\", \"wheat leaf rust\", \"wheat loose smut\", \"wheat powdery mildew\", \"wheat septoria blotch\", \"wheat stem rust\", \"wheat stripe rust\", \"zucchini bacterial wilt\", \"zucchini downy mildew\", \"zucchini powdery mildew\"]]}]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.876Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.876Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912ca"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "healthy-leaves", "description": "Samples labeled as a plain healthy '<plant> leaf' class (no disease) - v1 only, 30 classes.", "slug": "healthy-leaves", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$regexMatch\": {\"input\": \"$ground_truth.label\", \"regex\": \" leaf$\", \"options\": null}}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.896Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.896Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912cb"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "diseased-only", "description": "All samples with an actual disease label (excludes the 30 healthy '<plant> leaf' classes).", "slug": "diseased-only", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$not\": {\"$regexMatch\": {\"input\": \"$ground_truth.label\", \"regex\": \" leaf$\", \"options\": null}}}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.915Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.915Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912cc"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "rare-classes", "description": "Samples from classes with fewer than 20 images (7 classes) - 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\"options\": null}}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.965Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.965Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912ce"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "low-resolution", "description": "Images with width or height under 100px - potential thumbnails/quality issues.", "slug": "low-resolution", "view_stages": ["{\"_cls\": \"fiftyone.core.stages.Match\", \"kwargs\": [[\"filter\", {\"$expr\": {\"$or\": [{\"$lt\": [\"$metadata.width\", 100]}, {\"$lt\": [\"$metadata.height\", 100]}]}}]]}"], "created_at": {"$date": "2026-07-09T20:11:04.983Z"}, "last_modified_at": {"$date": "2026-07-09T20:11:04.983Z"}, "last_loaded_at": null}, {"_id": {"$oid": "6a5000582634b1bb0dd912cf"}, "_dataset_id": {"$oid": "6a4ffd3e9e4dead639600345"}, "name": "tiny-filesize", "description": "Images smaller than 2000 bytes on disk - potentially corrupt or blank files.", "slug": "tiny-filesize", 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