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DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling

By Lachlan Tychsen-Smith (research engineer), Lars Petersson (supervisor) https://arxiv.org/abs/1703.10295

Model Downloads

Prediction

Use the following command to evaluation models on gpu0:

GPU=0 model-predict --batch-size 8 --thread-num 4 --predict-mode detect,voc --input VOC_DIR --model MODEL_FNAME --extension voc,2007-test,images_per_subset=128,crop=512,scale_mode=large

where:

  • VOC_DIR is the path to the VOCdevkit directory
  • MODEL_FNAME is the path to the downloaded model file (see above)

To output images with annotated bounding boxes set "--predict-mode detect,voc,image"