Use plain torchvision instead of mmdet

[mzur]

• Implement training and inference with plain torchvision
• Test on actual data and GPU (novelty detection and object detection)
• Make new scripts prettier
• Test other GPU features with Torch 2.9
• Merge Upgrade torch version core#1317
• Merge Update Torch version and remove MMDetection biigle#45
• Merge Update torch and torchvision versions in requirements ptp#21
• Merge Update torch and torchvision versions in requirements magic-sam#66

Resolves #185