/* * GStreamer gstreamer-yolotensordecoder * Copyright (C) 2024 Collabora Ltd * Authors: Daniel Morin * Vineet Suryan * Santosh Mahto * * gstyolotensordecoder.h * * This library is free software; you can redistribute it and/or * modify it under the terms of the GNU Library General Public * License as published by the Free Software Foundation; either * version 2 of the License, or (at your option) any later version. * * This library is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * Library General Public License for more details. * * You should have received a copy of the GNU Library General Public * License along with this library; if not, write to the * Free Software Foundation, Inc., 51 Franklin St, Fifth Floor, * Boston, MA 02110-1301, USA. */ #ifndef __GST_YOLO_TENSOR_DECODER_H__ #define __GST_YOLO_TENSOR_DECODER_H__ #include #include #include #include GType gst_yolo_tensor_decoder_get_type (void); #define GST_TYPE_YOLO_TENSOR_DECODER (gst_yolo_tensor_decoder_get_type ()) #define GST_YOLO_TENSOR_DECODER(obj) \ (G_TYPE_CHECK_INSTANCE_CAST ((obj), GST_TYPE_YOLO_TENSOR_DECODER, GstYoloTensorDecoder)) #define GST_YOLO_TENSOR_DECODER_CLASS(klass) \ (G_TYPE_CHECK_CLASS_CAST ((klass), GST_TYPE_YOLO_TENSOR_DECODER, GstYoloTensorDecoderClass)) #define GST_IS_YOLO_TENSOR_DECODER(obj) \ (G_TYPE_CHECK_INSTANCE_TYPE ((obj), GST_TYPE_YOLO_TENSOR_DECODER)) #define GST_IS_YOLO_TENSOR_DECODER_CLASS(klass) \ (G_TYPE_CHECK_CLASS_TYPE ((klass), GST_TYPE_YOLO_TENSOR_DECODER)) #define GST_YOLO_TENSOR_DECODER_GET_CLASS(obj) \ (G_TYPE_INSTANCE_GET_CLASS ((obj), GST_TYPE_YOLO_TENSOR_DECODER, GstYoloTensorDecoderClass)) typedef struct _GstYoloTensorDecoder GstYoloTensorDecoder; typedef struct _GstYoloTensorDecoderClass GstYoloTensorDecoderClass; typedef struct _BBox { gint x; gint y; guint w; guint h; } BBox; struct _GstYoloTensorDecoder { GstBaseTransform basetransform; /* Box confidence threshold */ gfloat box_confi_thresh; /* Class confidence threshold */ gfloat cls_confi_thresh; /* Intersection-of-Union threshold */ gfloat iou_thresh; /* Maximum detection/mask */ gsize max_detection; /* Candidates with a class confidence level above threshold. */ GArray *sel_candidates; /* Final candidates selected that respect class confidence level, * NMS and maximum detection. */ GPtrArray *selected; /* Video Info */ GstVideoInfo video_info; /* Labels file */ gchar *label_file; /* Labels */ GArray *labels; }; struct _GstYoloTensorDecoderClass { GstBaseTransformClass parent_class; void (*object_found) (GstYoloTensorDecoder *self, GstAnalyticsRelationMeta *rmeta, BBox *bb, gfloat confidence, GQuark class_quark, const gfloat *candidate_masks, gsize offset, guint count); }; G_DEFINE_AUTOPTR_CLEANUP_FUNC (GstYoloTensorDecoder, g_object_unref) GST_ELEMENT_REGISTER_DECLARE (yolo_tensor_decoder) gboolean gst_yolo_tensor_decoder_decode_f32 (GstYoloTensorDecoder * self, GstAnalyticsRelationMeta * rmeta, const GstTensor * detections_tensor, guint num_masks); #endif /* __GST_YOLO_TENSOR_DECODER_H__ */