Olivier Crête
87ec3bd399
ssdobjectdetector: Add size threshold to drop too big detections
...
There is a known "failure" mode where the SSD detector finds an object
which is the whole frame. So skip objects which are "too big" to avoid
this.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6810 >
2024-05-17 23:35:29 +00:00
Daniel Morin
8afc305fe2
onnx: fix, update tensor producer and consumers
...
- Propagate GstTensor.type becoming to GstTensor.data_type to tensor producer
(onnx) and consumer (TensorDecoder)
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6061 >
2024-02-05 22:27:59 -05:00
Olivier Crête
3325a10f57
onnx: Port SSD detector to C
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6001 >
2024-02-02 18:47:52 -05:00
Olivier Crête
5e1291fd86
onnx: Only read labels file one and use GIO
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6001 >
2024-02-02 18:43:22 -05:00
Olivier Crête
e3d8168a5a
onnx: Remove unecessary gst_tensor_meta_get_all_from_buffer
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6001 >
2024-02-02 18:43:21 -05:00
Olivier Crête
06d477a89d
onnx: Fix leak in ssdobjectdetector decoder
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5884 >
2024-01-04 19:11:20 +00:00
Aaron Boxer
e2ee207367
onnx: add README outlining install and test instructions
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5816 >
2023-12-20 14:48:41 -05:00
Daniel Morin
81051c16b6
onnx: replace video-region-of-interest with analytics-meta
...
- Use analytics-meta/OD to transport object detection results
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5767 >
2023-12-06 18:25:16 +00:00
Olivier Crête
a225755489
onnx: Remove unnecessary tensorid class
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/4916 >
2023-10-20 00:33:29 +00:00
Aaron Boxer
1ff585233a
onnx: add gstonnxinference element
...
This element refactors functionality from gstonnxinference element,
namely separating out the ONNX inference from the subsequent analysis.
The new element runs an ONNX model on each video frame, and then
attaches a TensorMeta meta with the output tensor data. This tensor data
will then be consumed by downstream elements such as gstobjectdetector.
At the moment, a provisional TensorMeta is used just in the ONNX
plugin, but in future this will upgraded to a GStreamer API for other
plugins to consume.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/4916 >
2023-10-20 00:33:29 +00:00
