Commit graph

32 commits

Author SHA1 Message Date
Daniel Morin
a1e623d200 analytics: add _N_TO_N relation type
This relation type define relations between each components of two groups.
First component of first group relate to first component of second group,
Second component of second group relate to second component of second group,
and so on. It's a denser way to express relations in this context.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/8087>
2024-12-09 18:18:30 +00:00
Olivier Crête
d934ea3f7a tensormeta: Add APIs to create and access GstTensorMeta contents
Also document those APIs better.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Olivier Crête
5e73e8e1b3 tensor: Add APIs to create and access GstTensor contents
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Olivier Crête
4295386804 tensors: Use full GstTensorDataType type name in type members
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Olivier Crête
e01a3b1d79 analytics: Add APIs to add or get a GstTensorMeta
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Daniel Morin
6a5a63f051 analytics: Adding abstraction on tensor dims
Tensor can be row or col major, but it's also possible that the order by we need
to read the tensor with more than two dimension need to be described. The
reserved field in GstTensorDim is there for this purpose. If we need this we
can add  GST_TENSOR_DIM_ORDER_INDEXED, and follow an index defining order for
each dimension.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Daniel Morin
8169863f01 analytics: Make GstTensor more suitable for inline allocation
GstTensor contained two fields (data, dims) that were dynamicallay allocated. For
data it's for a GstBuffer and we have pool for efficient memory management. For
dims it's a small array to store the dimension of the tensor. The dims field
can be allocated inplace by moving it at the end of the structure. This will
allow a better memory management when GstTensor is stored in an analytics meta
which will take advantage of the _clear interface for re-use.

- New api to allocate and free GstTensor
To continue to support use-cases where GstTensor is not stored in an
analytics-meta we provide gst_tensor_alloc, gst_tensor_alloc_n and
gst_tensor_free that will facilitate memory management.
- Make GstTensor a boxed type

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Daniel Morin
7c925eae61 analytics: Move batch to GstTensor
- batch_size is required to interpret the tensor depending on the tensor format
the batch are not necessarily memory plane therefore it's preferable to keep it
inside GstTensor.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Daniel Morin
43c7e524ce analytics: Decouple GstTensor from GstTensorMeta
- To support transporting tensor as GstMeta, Analytics-Meta and Media we need to
  decouple GstTensor from GstTensorMeta.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Olivier Crête
03fd6fadbc analytics: Move tensor meta to the analytics library
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6000>
2024-11-08 14:58:49 +00:00
Daniel Morin
6db6d44ff5 analytics: add segmentation analytics-meta
- Add a new analytics-meta to store segmentation analysis result.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6026>
2024-10-17 18:13:03 +00:00
Daniel Morin
98653aa43a analytics: Allow specific analytics-meta (Mtd) to handle their clear
- Add mtd_meta_clear to allow specific analytics-meta to handle their clear
  operation specific to their type.

- Clear mtd's attached when analytic-meta is freed. When the buffer where
  analytics-meta is attached is not from a buffer pool
  gst_analytics_relation_meta_clear will not be called unless we explicitly call
  it in _free. This important otherwise _mtd_clear are not called and lead to
  leak if embedded mtd's allocated memory
- Un-ref in transform if it's a copy

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6026>
2024-10-17 18:13:03 +00:00
Oskar Fiedot
327df9766d analytics: Change pointers in getters to const
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/7403>
2024-09-02 12:27:37 +00:00
Thibault Saunier
5f50b93f0a meson: Remove duplicated library definitions for gstmse and gstanalytics
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/7109>
2024-06-30 15:43:27 +00:00
Daniel Morin
55b12a80d6 analytics: Add validation on classification analytics-meta
- Add valiation on parameters passed to gst_analytics_cls_add_cls_mtd.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/7046>
2024-06-18 19:13:10 +00:00
Tim-Philipp Müller
9ec99ac6f2 analyticsmeta: fix g-ir-scanner warnings
Fix

 gstanalyticsmeta.c:134: Warning: GstAnalytics: "@instance"
                         parameter unexpected at this location

warning (caused by the extraneous empty line in the doc chunk)
and align function arguments with documentation and header file
(handle -> instance).

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6585>
2024-04-10 00:46:42 +00:00
Mathieu Duponchelle
f1e2c7918e analytics: whitespace matters for gtk-doc syntax
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6253>
2024-03-04 17:33:00 +00:00
Olivier Crête
caac280466 analytics: Add documentation to hotdoc build
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6253>
2024-03-04 17:33:00 +00:00
Olivier Crête
7a14b48dad analytics: Add missing documentation
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6253>
2024-03-04 17:33:00 +00:00
Olivier Crête
0aecef9b63 analytics: Fix various typos in the documentation
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6253>
2024-03-04 09:59:12 -05:00
Sebastian Dröge
77a09c1781 analytics: Allow getting a related meta with ANY type
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6068>
2024-02-07 14:07:52 +00:00
Olivier Crête
351f823704 analytics: Always return a string from mtd_type_get_name()
It makes it easier to use in printf() style strings without worrying
about getting a NULL.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6035>
2024-02-02 15:49:56 +00:00
Daniel Morin
8122f623f6 analytics: Change indexes type from i32 -> gsize
- gst_analytics_cls_mtd_get_length() return a gsize, this type dicated index
  type for gst_analytics_cls_mtd_get_quark() and
  gst_analytics_cls_mtd_get_level().
- Minor cleanup/improvement on index validation.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6018>
2024-01-31 15:22:43 +00:00
Daniel Morin
42227d7de3 analytics: add api on OD to retrieve bbox confidence
- Add a specific api to retrieve bbox confidence level without having to
  retrieve it's location.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/6017>
2024-01-31 14:40:56 +00:00
Olivier Crête
745197d386 analytics: Implement scale meta transform for Object detection meta
Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5863>
2024-01-10 18:35:17 -05:00
Olivier Crête
5d3035553c analytics: Replace type quark with opaque struct pointer
This way, we can add function pointers in there for things like
transformations.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5863>
2024-01-10 18:34:53 -05:00
Olivier Crête
91815710dd analyticsmeta: Make the GstAnalyticsRelatableMtdData struct private
Only ask the subclass about how much space they need, this way we can keep
the allocation details more private.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5863>
2024-01-10 18:19:38 -05:00
Olivier Crête
f5d5f2cf1a meta: Add API to register metas in two steps
And also remove the specific registration APIs for
serializable meta.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5830>
2023-12-19 22:41:31 +00:00
Olivier Crête
2a9c4e3270 meta: Move the clear operation to its own vfunc
Some transforms always assumed that the transformation was some kind
of copy. So adding a "clear" operation didn't work out in practice.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5830>
2023-12-19 22:41:31 +00:00
Daniel Morin
4425562661 analytics: fix analytics-meta re-use
- Fix alignment error when source and destination analytics-meta have the same
  relation order.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5767>
2023-12-06 18:25:16 +00:00
Daniel Morin
aaee569087 analytics: replace id type from gint to guint
- Replace all id type from gint to guint
- Fix annotation for GstAnalyticsODMtdData

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/5758>
2023-12-04 10:14:59 -05:00
Daniel Morin
d23a90cb16 analytics: base class for analytics meta
- GstAnalyticRelationMeta is a base class for analytics
  meta. It's able to store analytics results (GstAnalyticRelatableMtd)
  and describe the relation between each analysis results.
- GstAnalysisRelationMeta also contain an algorithm able to explore
  analysis results relation using a bfs.
- Relation(edge) between analysis results (vertice) are stored in an adjacency-matrix
  that allow to quickly identify if two analysis results are related and by
  which relation they related. It also work for indirect relation
  and can provide the path of analysis results by which two
  analysis results are related.
- One allocation per buffer to store analysis results. Here we rely on
  the application to guess how much space will be required to store all
  analysis results. This is something that could be improved
  significantly but it's a starting point.
- Define common analysis results, classification, object-detection,
  tracking that are subclass of GstAnalyticRelatableMtd. The also
  provide exemple of how to extend GstAnalyticRelatableMtd to have them
  benefit for the mechanim to express relation with other analysis
  results.

Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/4962>
2023-11-21 18:04:53 +00:00