Image Processing

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Tutorial

Object Detection using Tensorflow: bee and butterflies

  1. Part 1: set up tensorflow in a virtual environment
  2. adhoc functions
  3. Part 2: preparing annotation in PASCAL VOC format
  4. Part 3: preparing tfrecord files
  5. more scripts
  6. Part 4: start training our machine learning algorithm!
  7. COCO API for Windows
  8. Part 5: perform object detection

Replace the corresponding parts above with the faster version below.

Blender

  1. Using Blender
  2. Common Blender Functions
  3. Ground Truth Images from 3D model
  4. Blender multiple rendering