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object_detection_voc_sdk.iml | ||
pom.xml | ||
README.md |
目录:
目标检测(支持voc数据集分类)SDK
检测图片中20个分类的目标。
支持分类如下:
- aeroplane
- bicycle
- bird
- boat
- bottle
- bus
- car
- cat
- chair
- cow
- diningtable
- dog
- horse
- motorbike
- person
- pottedplant
- sheep
- sofa
- train
- tvmonitor
SDK包含两个检测器:
- SSDResnet50Detection SSD, backbone: resnet50
- YoloMobilenetV1Detection yolo, backbone: mobilenet1.0
运行例子 - SSDResnet50DetectionExample
运行成功后,命令行应该看到下面的信息:
...
[INFO ] - [
class: "dog", probability: 0.85052, bounds: [x=0.028, y=0.360, width=0.214, height=0.528]
class: "sofa", probability: 0.80193, bounds: [x=0.055, y=0.142, width=0.847, height=0.759]
class: "person", probability: 0.75147, bounds: [x=0.387, y=0.111, width=0.359, height=0.740]
class: "cat", probability: 0.71961, bounds: [x=0.260, y=0.561, width=0.254, height=0.250]
class: "person", probability: 0.62601, bounds: [x=0.260, y=0.154, width=0.201, height=0.433]
]
帮助
添加依赖库:lib/aias-object-detection-voc-lib-0.1.0.jar