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
13de5160be
onnx: Add more tensor data types
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6001 >
2024-02-02 18:43:21 -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
2034f776bb
onnx: Merge tensor into tensor meta file
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6001 >
2024-02-02 18:43:21 -05:00
Olivier Crête
b1ac114ca5
onnxinference: Return caps based on model preference when possible
...
This should enable zero-copy when the model has the right type
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5885 >
2024-01-13 22:29:41 +00:00
Olivier Crête
83c2d30438
onnx: Use the element pointer for debug message
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5885 >
2024-01-13 22:29:41 +00:00
Olivier Crête
54b361c554
onnx: Extract data type from the model itself
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5885 >
2024-01-13 22:29:41 +00:00
Olivier Crête
6482514737
onnxinference: Fix leak of the output tensors
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5884 >
2024-01-04 19:11:20 +00:00
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
Olivier Crête
e19428a802
onnx: Update build instructions to use onnx-runtime 0.16.3
...
This synchronizes it with the meson.build file
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5861 >
2023-12-22 14:43:23 -05:00
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
Daniel Morin
d3ebaa316d
onnx: avoid leak on failure and cleanup
...
- Unmap buffer on Ort exception
- Avoid retrieving unused videometa
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5761 >
2023-12-05 16:54:45 +00:00
Daniel Morin
15e5866e51
onnx: add offset and scale properties
...
- Offset each datapoint by the value set on offset property.
- Scale each datapoint by the value set on scale property.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5761 >
2023-12-05 16:54:45 +00:00
Daniel Morin
3793619a02
onnx: fix tensor id loading
...
- Fix quark genaration. String loaded from the model/file are not static.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5761 >
2023-12-05 16:54:45 +00:00
Daniel Morin
48e3836482
onnx: Add support for float datatype
...
This is a bit of a hack solution has I think the correct solution is to
expose model caps on sinkpad (eventually sinkpads). Till then I think
this is reasonable.
- Add a property to onnxinference to set datatype.
- Fix internal buffer allocation size based on datatype.
- Extract method to remove alphe channel and convert to planar image
when requested. Also template the method to support writing to buffers
of different datatype.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5761 >
2023-12-05 16:54:45 +00:00
Olivier Crête
d0b587eb15
onnx: Remove enums file
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/4916 >
2023-10-20 00:33:29 +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
Olivier Crête
62f292ac73
onnx: Update to build against 1.16.1
...
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
Aaron Boxer
e624e7c695
onnxobjectdetector: gracefully handle Ort exceptions rather than dumping core
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/4765 >
2023-06-05 17:47:58 +00:00
Ruben Gonzalez
7d9747490b
onnx: Fix typo in documented pipeline
...
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/4552 >
2023-05-05 13:16:42 +02:00
Daniel Morin
855f84c558
onnx: Update to OnnxRT >= 1.13.1 API
...
- Replace deprecated methods
- Add a check on ORT version we are compatible with.
- Add clarification to the example given.
- Add the url to retrieve the model mentioned in the example.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/3388 >
2022-11-22 22:36:34 +00:00
Thibault Saunier
6a4425e46a
meson: Call pkgconfig.generate in the loop where we declare plugins dependencies
...
Removing some copy pasted code
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/2970 >
2022-09-01 21:17:35 +00:00
Tim-Philipp Müller
f1bb2c76c6
meson: update for dep.get_pkgconfig_variable() deprecation
...
... in favour of dep.get_variable('foo', ..) which in some
cases allows for further cleanups in future since we can
extract variables from pkg-config dependencies as well as
internal dependencies using this mechanism.
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/1183 >
2021-10-20 11:20:44 +00:00
Thibault Saunier
019971a3c7
Move files from gst-plugins-bad into the "subprojects/gst-plugins-bad/" subdir
2021-09-24 16:14:36 -03:00