Healthy Solanum lycopersicum cluster in daylight

CropEye X-ray detection of Anthracnose and Bacterial Spot on tomato cluster

Anthracnose [0.89] • Bacterial_Spot [0.94]

OPTICAL X-RAY // DUAL-LESION FRUIT CLUSTER • BAGO CITY 10.5378° N, 122.8389° E • YOLOv11n INT8

Move cursor or drag across the cluster to reveal underlying lesions

Diagnose tomato blight in the furrow before the next rain washes the row.

CropEye runs two specialized YOLOv11n neural networks directly on a farmer’s Android phone. It separates foliar and fruit symptoms in 38 milliseconds with zero cell reception, then dispatches verified outbreak coordinates to municipal agriculturists across Negros Occidental.

Download Android APK (123 MB) Read Field Manual (PDF)

Diagnostic Repertoire

Separate leaf and fruit vision models trained on ten field pathologies.

Early blight concentric lesions on tomato leaf from CropEye field database

EPIDERMAL NECROSIS PROFILE CONCENTRIC ZONATION

CHLOROTIC HALO: 4–9 MM SPORE DISPERSAL: WIND / SPLASH

Visual morphology

Dark brown to black target-board rings form on older lower foliage first, surrounded by a bright yellow halo caused by fungal alternaric acid diffusing into adjacent cells.

Field containment

Remove infected lower leaves below the first fruit cluster, mulch soil to block rain-splash conidia, and apply protectant copper hydroxide or mancozeb prior to wet spells.

Late blight water-soaked lesions from CropEye field database

OOMYCETE HAUSTORIA INVASION STOMATAL SPORANGIOPHORES

INCUBATION: 48–72 HRS RISK: EPIDEMIC IN COOL MIST

Visual morphology

Expanding pale-olive water-soaked blotches that turn purplish-black overnight, rimmed by delicate white crystalline sporangia on the abaxial leaf underside in morning dew.

Field containment

Flag immediately for Municipal Agriculture Office buffer notification, rogue severely blighted vines into sealed bags, and apply translaminar oomycete fungicides.

Fruit anthracnose pericarp lesion from CropEye field database

PERICARP CRATER DEPRESSION SUB-CUTICULAR ACERVULI

LATENT IN GREEN FRUIT SOIL-BORNE SCLEROTIA

Visual morphology

Circular, sunken water-soaked craters up to 15 mm across on red fruit that darken at the center as concentric rings of black acervuli erupt through the cuticle.

Field containment

Trellis fruit clusters at least 30 cm above wet furrow soil, harvest promptly at breaker-red stage, and rotate out of solanaceous crops for two seasons.

Bacterial leaf spot scan from CropEye field database

STOMATAL BACTERIAL INGRESS SHOT-HOLE LAMINA TEARING

RAIN-DRIVEN AEROSOLS COPPER + MANCOZEB REGIMEN

Visual morphology

Small circular water-soaked greasy spots on leaflets that turn dark brown to black, often coalescing into necrotic blotches whose centers dry and tear out.

Field containment

Avoid working in wet foliage, sanitize pruning shears with 70% alcohol between rows, and apply fixed copper bactericides tank-mixed with mancozeb.

Blossom end rot on tomato fruit from CropEye field database

DISTAL XYLEM CALCIUM STARVATION ABIOTIC NECROTIC CAP

NON-INFECTIOUS DISORDER TRIGGER: SOIL MOISTURE SWINGS

Visual morphology

Water-soaked tan patch at the bottom blossom scar of expanding fruit that enlarges into a sunken, flat, leathery jet-black necrotic base.

Field containment

No fungicide needed—stabilize root-zone soil moisture with consistent irrigation, avoid excessive ammonium nitrogen, and apply foliar calcium nitrate during fruit set.

Built for barangays where cell bars disappear.

From hillside plots in Murcia and Salvador Benedicto to coastal plains in Bago City, CropEye completes every inference locally on the phone before syncing to the provincial command map.

Satellite imagery of La Carlota and Bago City agricultural farmlands in Negros Occidental

SAT // LA CARLOTA & BAGO CITY FARMLANDS 10.4320° N, 122.9350° E

38 ms ARM64-V8A TFLITE

Two-stage organ & lesion isolation on the handset

Instead of uploading megabytes of camera frames over unstable 3G, CropEye’s INT8-quantized YOLOv11n TensorFlow Lite pipeline first verifies whether the camera is aimed at a tomato leaf or fruit, then invokes the dedicated 5-class detector for that organ right on the device’s neural/GPU delegate.

2 langs EN + FILIPINO

Rain-window calibrated treatment guidance

Spraying copper or mancozeb thirty minutes before a tropical downpour wastes money and contaminates runoff. CropEye pairs every diagnosis with local weather telemetry and bilingual cultural and chemical instructions written for smallholder growers.

DA-BPI 2-PAGE WORK ORDER

Direct municipal intake and field technician dispatch

When a high-severity blight scan is logged, the farmer submits their Philippine government ID and RSBSA number inside the built-in support channel. Municipal Agriculturists review the geo-tagged scan and issue a formal 2-page Field Deployment Work Order for on-site verification.

Install the physical-device field build on your Android phone.

Compiled specifically for 64-bit ARM (`arm64-v8a`) Android handsets with all offline neural weights bundled inside the package. No Google Play login or active SIM data required during field diagnosis.

Download CropEye APK (123 MB) Local Server Mirror

Scan QR code to download CropEye Android APK

Scan with phone camera

arm64-v8a • Android 8.0+

Step 1

Download the package

Tap Download CropEye APK above or scan the QR code with your Android camera to save CropEye-release.apk.

Step 2

Confirm browser prompt

If Chrome displays a standard sideload warning, choose Download anyway to keep the signed release package.

Step 3

Allow installation

Open the downloaded APK from your notification shade. If upgrading from an older debug test build, uninstall the old build first.

Step 4

Grant camera & location

Open CropEye and allow Camera access for offline foliar scanning and Location access for barangay outbreak mapping.