object detection

hi i hope you are doing well :
please i have a data set of 1500 images (machines images) :
what i need :

object detection of 4-5 pieces (YOLOv5-4 or tanserflow...)
create a web page that can open the phone camera take a picture of the machine
and anlyze the picture if that pieces are on the machine or not so the return is : piece 1 = true (if existe)
piece 2 =false (if not)
needs : {
-data-labeling (~1500 image)
-model traning with the best accuracy you can with diffrent architectures
-pages creating with the details above
}