Optical Character Recognition (OCR) has seen several innovations over the years. Its impact on retail, healthcare, banking, and many other industries has been immense. Despite a long history and ...
Real Time Deep SORT with Torchvision Detectors
Tracking is one of the most important components in object detection when it comes to real-world applications. Applications like real-time surveillance and autonomous driving systems cannot reach ...
Train YOLO NAS on Custom Dataset
YOLO-NAS is currently the latest YOLO object detection model. From the outset, it beats all other YOLO models in terms of accuracy. The pretrained YOLO-NAS models detect more objects with better ...
Train YOLOv8 Instance Segmentation on Custom Data
Image segmentation is a core vision problem that can provide a solution for a large number of use cases. Starting from medical imaging to analyzing traffic, it has immense potential. Instance ...
Segment Anything – A Foundation Model for Image Segmentation
Foundation models in Artificial Intelligence are becoming increasingly important. The term started picking up pace in the field of NLP and now, with the Segment Anything Model, they are slowly getting ...
ControlNet – Achieving Superior Image Generation Results
Controlnet - Stable Diffusion models and their variations are great for generating novel images. But most of the time, we do not have much control over the generated images. Img2Img lets us control ...