3 Commits

Author SHA1 Message Date
Santosh Mahto
62731c958c gstanalytics : Add tensor decoder element for yolo detection models
Existing tensor decoder has been bifurcated into two seperate gst
element as:

`yoloodv5tensordecoder`: decodes tensors output(masks) from detection-only
models e.g yolov8s.onnx

`yolsegv8tensordecoder`: decoder tensors output(masks and logits) from
segementation models e.g FastSAM or yolov8s-seg
2025-04-05 13:09:00 +02:00
Daniel Morin
01a504c310 tensordecoder: Improve class retrieval
- Optimize the way to retrieve class with maximum confidence. Avoir multiple
  pass.
- Add support for label files
2025-04-05 13:09:00 +02:00
Santosh Mahto
62eeb7e008 gst-analytics : Adapt and Rename fastsamtensordecoder to yolo based.
YOLOv8 model have same tensor output format as FastSAM, so for better
generalization rename fastsamtensordecoder to yolotensordecoder. This
also requires code adaptation to support Yolo based model.
2025-04-05 13:09:00 +02:00