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0.4.0

Model Zoo

  • Classification
  • Detection
  • Segmentation

Tutorials

  • Image Classification
  • Object Detection
  • Instance Segmentation
    • 1. Predict with pre-trained Mask RCNN models
    • 2. Train Mask RCNN end-to-end on MS COCO
  • Semantic Segmentation
  • Prepare Datasets
  • Deployment

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  • gluoncv.data
  • gluoncv.data.batchify
  • gluoncv.data.transforms
  • gluoncv.model_zoo
  • gluoncv.nn
  • gluoncv.loss
  • gluoncv.utils

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Instance SegmentationΒΆ

../../_images/sphx_glr_demo_mask_rcnn_thumb.png

1. Predict with pre-trained Mask RCNN models

../../_images/sphx_glr_train_mask_rcnn_coco_thumb.png

2. Train Mask RCNN end-to-end on MS COCO

Download all examples in Python source code: examples_instance_python.zip
Download all examples in Jupyter notebooks: examples_instance_jupyter.zip

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