Dual Vaping Modes Choose between long-lasting sessions or a bold, short burst

Training Details (Skip this part if you arent interested in AI programming) - I used 2000 synthetic 512x512 px training images (plus 200 synthetic validation images) - I did ZERO training on real images - I trained the "heads" for 4 epochs of 500 steps and the full network for another 4 epochs - Resnet50 backbone (Resnet101 caused OOM errors) using COCO pre-trained weights - Training took about 20 minutes on my computer - Final losses after the 8th epoch: loss: 0.3615 - rpn_class_loss: 0.0023 - rpn_bbox_loss: 0.1823 - mrcnn_class_loss: 0.0232 - mrcnn_bbox_loss: 0.0636 - mrcnn_mask_loss: 0.0901 - val_loss: 0.3261 - val_rpn_class_loss: 0.0013 - val_rpn_bbox_loss: 0.1875 - val_mrcnn_class_loss: 0.0043 - val_mrcnn_bbox_loss: 0.0535 - val_mrcnn_mask_loss: 0.0794 Results It's far from perfect, and probably isn't practical to bolt onto a robot right now, but with more training and improvements in GPU hardware, I think this could be a viable solution to pick up cigarette butts on a huge scale

As part of the litter prevention program funded by the City of Thunder Bays Clean Green and Beautiful initiative, EcoSuperior is offering several programs and services designed to mitigate cigarette litter from our streets, including: 'Your Butt Goes Here' 'Your Butt Goes Here' -Ashtrays for Businesses Program Are you interested in diverting cigarette waste from the environment
If you are ready to get your life back and want to begin detoxing from Suboxone, there is no better time to start
Reynolds (membre du Groupe dtude ayant droit de vote), Eddy Lang (membre du Groupe dtude ayant droit de vote), Brenda J