<annotation verified="no">
<folder>Desktop</folder>
<filename>ebay.png</filename>
<path>C:/Users/Oksana/Desktop/ebay.png</path>
<source>
<database>Unknown</database>
</source>
<size>
<width>1349</width>
<height>2088</height>
<depth>3</depth>
</size>
<segmented>0</segmented>
<object>
<name>text_field</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<checked>0</checked>
<bndbox>
<xmin>312</xmin>
<ymin>233</ymin>
<xmax>638</xmax>
<ymax>256</ymax>
</bndbox>
</object>
<object>
<name>select</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<checked>0</checked>
<bndbox>
<xmin>643</xmin>
<ymin>235</ymin>
<xmax>812</xmax>
<ymax>258</ymax>
</bndbox>
</object>
<object>
<name>label</name>
<pose>Unspecified</pose>
<truncated>0</truncated>
<difficult>0</difficult>
<checked>0</checked>
<bndbox>
<xmin>310</xmin>
<ymin>203</ymin>
<xmax>519</xmax>
<ymax>223</ymax>
</bndbox>
</object>
……
</annotation>
nohup $DARKFLOW_HOME/flow --train --labels
$DARKFLOW_HOME/labels-$MODEL_NAME.txt --annotation
$MODEL_NAME/ann --dataset
$MODEL_NAME/img --model
$DARKFLOW_HOME/cfg/$MODEL.cfg --load
$DARKFLOW_HOME/bin/tiny-yolo-voc.weights \--trainer adam --gpu 0.9 --lr 1e-5 --keep 10 --backup $DARKFLOW_HOME/ckpt/$MODEL_NAME/ --batch 16 --save 500 --epoch 2000 --verbalise > ../logs/create_model_$MODEL_NAME.log &
$DARKFLOW_HOME/flow --imgdir
$PATH_TO_DIR_WITH_SCREENS_TO_RECOGNIZE --backup
$DARKFLOW_HOMEckpt/$MODEL_NAME / --load -1 --model
$DARKFLOW_HOME /cfg/ $MODEL_NAME .cfg --labels
$DARKFLOW_HOME/labels-$MODEL_NAME.txt:
$DARKFLOW_HOME/flow --imgdir $PATH_TO_DIR_WITH_SCREENS_TO_RECOGNIZE --backup $DARKFLOW_HOMEckpt/$MODEL_NAME / --load -1 --model $DARKFLOW_HOME /cfg/ $MODEL_NAME .cfg --labels $DARKFLOW_HOME/labels-$MODEL_NAME.txt --json
[
{
"topleft":{
"y":106,
"x":85
},
"confidence":0.97,
"caption":"Advanced Search",
"bottomright":{
"y":154,
"x":1027
},
"label":"header"
},
{
"topleft":{
"y":393,
"x":305
},
"confidence":0.82,
"caption":"Search",
"bottomright":{
"y":438,
"x":380
},
"label":"button"
},
{
"topleft":{
"y":1785,
"x":324
},
"confidence":0.94,
"caption":"Search",
"bottomright":{
"y":1823,
"x":387
},
"label":"button"
} ….