abrams90 / Vehicle-Detection

Compare FasterRCNN,Yolo,SSD model with the same dataset

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Vehicle Detection

Compare different model by using same dataset

  1. MobileNet-YOLO

  2. YoloV3

  3. FasterRCNN

  4. MobileNet(V2) SSD

MobileNet-YOLO Result

MobileNetV2-YOLOV2 model

weights

model

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YOLOv3 Tiny Result

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YOLOv3 Tiny Model

weights

model

YOLOv3-416x416-full Result

YOLOv3-full

YOLOv3-416x416-full Model

weights

model

MobileNetSSD Model

weights

model

MobileNetSSD_V2 Model

weights

model

MobileNetSSD Result

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MobileNetSSD_V2 Result

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FasterRCNN Model

VGG16

VGG19

FasterRCNN Result

####VGG19

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####VGG16

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Source Video

street

tunnel

rear view

night 1

night 2

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Compare FasterRCNN,Yolo,SSD model with the same dataset