The article on this topic is available at: https://mobidev.biz/blog/object-detection-small-datasets-use-cases-machine-learning
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00:30 MobiDev, a software development company
00:55 Intro
01:20 Object Detection use
01:45 Machine Learning in Object Detection
02:53 Object Detection solution process
04:05 Case Study
05:32 Phase 1. Image collecting
06:15 Image annotations for Object Detection
06:42 Phase 2. Faster R-CNN 07:45 One-stage detectors
08:43 Feature Pyramid Networks
09:05 Amount of data
10:15 Phase 3. Exploration of trained models performance
11:15 Conclusion
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