File and Folder Information
Python script that give back all the recognized information from an image or invoice.
Syntax: python run.py --modelDir "models/FOLDER" --fileType "img (for image file) or txt(for text file)" --file "path of img or text file"
example: python run.py --modelDir models/AIDL_NER_DO-0.30_EP-20_80_PERC_DATA --fileType img --file sample.jpg
python run.py --modelDir models/AIDL_NER_DO-0.30_EP-20_80_PERC_DATA --fileType txt --file sample.txt
Folder that contains all the Spacy Models
AIDL_NER_DO-0.30_EP-20_80_PERC_DATA : Dropout-0.3, Epochs-20, trained on 80% of the Data
AIDL_NER_DO-0.30_EP-20_90_PERC_DATA : Dropout-0.3, Epochs-20, trained on 90% of the Data
AIDL_NER_DO-0.30_EP-20_100_PERC_DATA : Dropout-0.3, Epochs-20, trained on 100% of the Data
File that has all the dependencies needed in order to run this program
virtualenv --python "path to Python3 64bit" aidl2020-team-ace
cd aidl2020-team-ace
Scripts\activate
pip install -r requirements.txt
python run.py --modelDir models/AIDL_NER_DO-0.30_EP-20_80_PERC_DATA --fileType img --file sample.jpg
#### Output ####
{
"Date": "29-11-2019",
"Invoice number": "201911291623",
"Items": [
"YOU ARE THE GREATE\nST MUG-FATHER",
"PRINTED PAPER MATT\nER\nCRAFT PAPER BAG- H"
],
"Store address": "PHOENIX MARKETCITY\n",
"Store address-2": "S-23,IIND FLOOR, 142, VELACHERY MAIN ROAD,\nCHENNAI-600042",
"Store name": "ARCHIES",
"Store name-1": "ARCHIES",
"Time": "16:22",
"Total bill amount": 434.0
}