3 ms·
Great project, but pretty old now.
by dacox 8y ago
Great project, but pretty old now.
- joshvm 8y agoYolov3 is about a year old and is still state of the art for all meaningful purposes. It's fast and works well. You might get "better" results with a Faster RCNN variant, but it's slow and the difference will likely be imperceptible. Using map50 as pjreddie points out, isn't a great metric for object detection.
- worldexplorer 8y agoInterestingly in our production systems yolo object detection speed was much faster and accurate.
- detaro 8y agorecommendations for similarly easy but better/more "modern" alternatives?
- joshvm 8y agoSee Faster-RCNN, R-FCN, SSD, etc I've ignored mask RCNN becuase it's significantly more time consuming to label your data. The main candidates are all found in Facebook’s Detectron package, but they didn't feel it necessary to document anything in any significant level of detail: https://github.com/facebookresearch/Detectron https://github.com/facebookresearch/Detectron You can see also: https://paperswithcode.com/sota/object-detection-coco https://paperswithcode.com/sota/object-detection-coco