YOLOv9 Comparison with Latest YOLO models

YOLOv9 introduces two new architectures: YOLOv9 and GELAN. This is a comparison of the latest YOLO models, including YOLOv9, GELAN, YOLO-NAS, and YOLOv8.

I selected the largest models from all YOLO variants and kept other parameters consistent, image size (640), IOU (0.7), confidence threshold (0.5), and the maximum number of detections allowed per image (300), using an NVIDIA RTX 3050 GPU.

I evaluated these models in various scenarios, including normal lighting conditions, low-light conditions and blurred scenarios. The testing covered scenarios involving sports, animals and indoor environments.

#yolo #yolov9 #gelan #yolonas #yolov8 #ai #deeplearning #computervision #objectdetection

[icarus]

Which one did you think was better for small object detection?

when i use yolo my video output was lagging (low fps), what should i do? thanks

[tstwlvp]

which better for small object detection?

[centuriondev]

its yolo paid? i managed to get yolov4 inside unity but have no clue how to update my project to the latest yolo version.. is there any web for yolo? its paid ? thanks for clearing this out

[adriantroconis]

Hi, where can I find a Yolo v9 implementation?

[georgetaylor]

What is the actual difference between yolov9 and gelan?

[ustbpts]

Very cool and thanks for posting, could you also share the FPS for each ?

[amox]

which pretrained model did you used for each versions of yolo