ssd_mobilenet_v2_coco

detect_objects_by_dnn_mobilenet.php

@@ -12,6 +12,7 @@ $src = imread("images/objects.jpg"); // opencv loads image to matrix with BGR or
 $blob = \CV\DNN\blobFromImage($src, 0.017, new \CV\Size(300,300), new Scalar(127.5, 127.5, 127.5), true, false); // convert image to 4 dimensions matrix
 //var_export($blob);
 
+//$net = \CV\DNN\readNetFromTensorflow('models/ssd_mobilenet_v2_coco/frozen_inference_graph.pb', 'models/ssd_mobilenet_v2_coco/ssd_mobilenet_v2_coco.pbtxt');
 //$net = \CV\DNN\readNetFromTensorflow('models/ssd_mobilenet_v1_coco/frozen_inference_graph.pb', 'models/ssd_mobilenet_v1_coco/ssd_mobilenet_v1_coco.pbtxt');
 $net = \CV\DNN\readNetFromTensorflow('models/ssdlite_mobilenet_v2_coco/frozen_inference_graph.pb', 'models/ssdlite_mobilenet_v2_coco/ssdlite_mobilenet_v2_coco.pbtxt');
 $net->setInput($blob, "");

models/README.md

@@ -8,3 +8,4 @@ Sources:
 * mobilenet - https://github.com/shicai/MobileNet-Caffe
 * ssd_mobilenet_v1_coco - https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
 * ssdlite_mobilenet_v2_coco - https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
+* ssd_mobilenet_v2_coco - https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md

models/ssd_mobilenet_v2_coco/classes.txt

@@ -0,0 +1,183 @@
+unclassified
+person
+bicycle
+car
+motorcycle
+airplane
+bus
+train
+truck
+boat
+traffic
+fire
+street
+stop
+parking
+bench
+bird
+cat
+dog
+horse
+sheep
+cow
+elephant
+bear
+zebra
+giraffe
+hat
+backpack
+umbrella
+shoe
+eye
+handbag
+tie
+suitcase
+frisbee
+skis
+snowboard
+sports
+kite
+baseball
+baseball
+skateboard
+surfboard
+tennis
+bottle
+plate
+wine
+cup
+fork
+knife
+spoon
+bowl
+banana
+apple
+sandwich
+orange
+broccoli
+carrot
+hot
+pizza
+donut
+cake
+chair
+couch
+potted
+bed
+mirror
+dining
+window
+desk
+toilet
+door
+tv
+laptop
+mouse
+remote
+keyboard
+cell
+microwave
+oven
+toaster
+sink
+refrigerator
+blender
+book
+clock
+vase
+scissors
+teddy
+hair
+toothbrush
+hair
+banner
+blanket
+branch
+bridge
+building-other
+bush
+cabinet
+cage
+cardboard
+carpet
+ceiling-other
+ceiling-tile
+cloth
+clothes
+clouds
+counter
+cupboard
+curtain
+desk-stuff
+dirt
+door-stuff
+fence
+floor-marble
+floor-other
+floor-stone
+floor-tile
+floor-wood
+flower
+fog
+food-other
+fruit
+furniture-other
+grass
+gravel
+ground-other
+hill
+house
+leaves
+light
+mat
+metal
+mirror-stuff
+moss
+mountain
+mud
+napkin
+net
+paper
+pavement
+pillow
+plant-other
+plastic
+platform
+playingfield
+railing
+railroad
+river
+road
+rock
+roof
+rug
+salad
+sand
+sea
+shelf
+sky-other
+skyscraper
+snow
+solid-other
+stairs
+stone
+straw
+structural-other
+table
+tent
+textile-other
+towel
+tree
+vegetable
+wall-brick
+wall-concrete
+wall-other
+wall-panel
+wall-stone
+wall-tile
+wall-wood
+water-other
+waterdrops
+window-blind
+window-other
+wood