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YOLO v3 and YOLO v4 Comparison Video With Deep SORT
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YOLO v3 and YOLO v4 Comparison Video With Deep SORT
The white boxes are Deep SORT trackers and the blue boxes are YOLO v4 detections. Each white box has a tracking ID at the top and each blue box has a YOLO detection confidence score at the bottom.
Same settings used for both:
Confidence threshold = 0.5
IoU threshold = 0.5
Image size: 416 x 416
Real-time FPS:
YOLO v3: ~4.3fps
YOLO v4: ~10.6fps
YOLO v4 performs much faster and appears to be more stable than YOLO v3. All tests were done using an Nvidia GTX 1070 8gb GPU and an i7-8700k CPU.
#machinelearning #computervision #yolo #deepsort #leonlok
STAY UPDATED:
MY GEAR:
These are affiliate links for the gear that I use (I receive a kickback).
ABOUT ME:
I'm Leon and I'm a data scientist based in the UK. I create videos about data science, and I try to share my knowledge and life experience to help others grow 🙂
GET IN TOUCH:
The white boxes are Deep SORT trackers and the blue boxes are YOLO v4 detections. Each white box has a tracking ID at the top and each blue box has a YOLO detection confidence score at the bottom.
Same settings used for both:
Confidence threshold = 0.5
IoU threshold = 0.5
Image size: 416 x 416
Real-time FPS:
YOLO v3: ~4.3fps
YOLO v4: ~10.6fps
YOLO v4 performs much faster and appears to be more stable than YOLO v3. All tests were done using an Nvidia GTX 1070 8gb GPU and an i7-8700k CPU.
#machinelearning #computervision #yolo #deepsort #leonlok
STAY UPDATED:
MY GEAR:
These are affiliate links for the gear that I use (I receive a kickback).
ABOUT ME:
I'm Leon and I'm a data scientist based in the UK. I create videos about data science, and I try to share my knowledge and life experience to help others grow 🙂
GET IN TOUCH:
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