Instant Leaf Detect

InTime Information Systems Pvt Ltd

Mayelana nalolu hlelo lokusebenza

Lolu hlelo lokusebenza lunamazinga amathathu wokutholwa kokuqashelwa kweLey Healthy Leaf, iHlelo le-Leaf elinegciwane kanye neGciwane leSifo esiThelelekile kusetshenziswa imodeli yokujula yokujama.
senza imizamo yokwandisa imodeli nokufakwa kwamaqabunga amasha kanye nemininingwane yesifo saso ekwenziweni okulandelayo.

A. Kungathola uhlobo lwesifo sesitshalo esingu-31 samazambane, utamatisi kanye noMmbila

Potato_inempilo
Kutholwe_Potato_Early_blight
Potato_Early_blight_Spot
Kutholwe_Potato_Late_blight
Potato_Late_blight
Utamatisi_inempilo
Kutholwe i -_Tomato_Septoria_spot
Utamatisi_Septoria_spot
Kutholwe ama -.momato_Spider_mites
Utamatisi_Spider_mites_Spot
Kutholwe_Tomato_Target_Spot
Utamatisi_Target_Spot
Kutholwe_Tomato_Curl_Virus
Utamatisi_Curl_Virus_Spot
Kutholwe_Tomato_mosaic_virus
Utamatisi_mosaic_virus_Spot
Itheleleke i -_Tomato_Leaf_Mold
Utamatisi_Leaf_Mold_Spot
Kutholwe_Tomato_Bacterial_spot
Utamatisi_Bacterial_spot
Kutholwe i -_Tomato_Early_blight
Utamatisi_Early_blight_Spot
Kutholwe i -_Tomato_Late_blight
Utamatisi_Late_blight_Spot
Ummbila_unempilo
Itheleleke i-Corn_Common_rust
I-Corn_Common_rust_Spot
Ithelelele ku-_Corn _ray_leaf
I-Corn _ray_leaf_Spot
Ithelelelwe i-Corn_Corn_Blight
I-Corn_Nagas_Blight_Spot


B. Ingabona ukulandela uhlobo lwe-38 lwezifo zamaqabunga eplani

1 isiphuzo se-apula
2 apula ukubola okumnyama
3 ukugqwala komsedari we-apula
4 apula enempilo
Ama-5 aluhlaza okwesibhakabhaka onempilo
Ama-6 cherry aphilile
I-7 cherry powdery isikhutha
8 ummbila ojwayelekile wokugqwala
9 ummbila uphilile
10 ummbila wamahlamvu ompunga
11 ummbila weqabunga lasenyakatho weqabunga
12 amagilebhisi amnyama isimungumungwane
13 amagilebhisi amnyama ukubola
14 amagilebhisi aphilile
Ukushiswa kweqabunga lamagilebhisi ayi-15
16 i-orange orange orangeing
17 peach bacterial ndawo
18 peach enempilo
Indawo engu-19 ye-bacteria ye-bacteria
Ama-pepperbell angama-20 enempilo
21 amazambane okulimaza kuqala
22 amazambane enempilo
23 amazambane okulimaza sekwephuzile
24 okusajingijolo uphilile
25 ushukela onempilo
26 squash powdery isikhutha
27 sitrobheli siphilile
28 sitrobheli seqabunga elivuthayo
29 utamatisi indawo yamagciwane
I-30 utamatisi yokuqala yokulimaza
Utamatisi onempilo engama-31
32 utamatisi sekwephuzile okulimaza kakhulu
33 isikhunta seqabunga
Amagciwane angama-34 ama-mosaic utamatisi
35 utamatisi septoria leaf indawo
Izibungu ezingama-36 zesicabucabu
37 utamatisi okugxilwe kuwo
38 utamatisi ophuzi weqabunga eliphuzi


C. Iyakwazi ukuthola amaqabunga angama-251 aphilile isebenzisa imodeli.
I-Quercus_suber, Tilia_tomentosa, cryptomeria_japonica, diospyros_virginiana, eucommia_ulmoides
evodia_daniellii, fagus_grandifolia, ficus_carica, fraxinus_americana, fraxinus_nigra, fraxinus_pennsylvanica
ginkgo_biloba, Acer_palmaturu kanye nokunye

Yini entsha

updated to latest version but tensorflow is still on 1.13.1