Sample Output of YOLOv3
This repo is for documenting my implementations of some real-time object detection models. The scripts for running them are all included and I wrote quick and simple instructions for anyone who wants to play with them. I also documented their frame rate when running on CPU. Please navigate to individual project folders for much more technical details.
Models/Techniques I have Tried so Far
- YOLOv3 (You Only Look Once) -> details
- YOLOv3-tiny -> details
- MobileNet SSD (Single Shot Detection with MobileNet base model) -> details
Some other ones I plan to try include: semantic segmentation, fast R-CNN.