سلام
1- چرا yolo را به عنوان رگراسیون می باشد ؟ چونکه proposal-free هست ؟ بلاخره این هم classification انجام میدهد دیگه
2- Our base network runs at 45 frames per second with no batch processing on a Titan X GPU and a fast version runs at more than 150 fps. This means we can process streaming video in real-time with
less than 25 milliseconds of latency.
منظور از no batch processing یعنی چی ؟ در واقع batch size =1 منظورش اینه ؟
3-For data augmentation we introduce random scaling and
translations of up to 20% of the original image size. We
also randomly adjust the exposure and saturation of the image by up to a factor of 1:5 in the HSV color space.
منظورش چیه ؟ exposure ? saturation ? factor of 1.5 in HSV