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GstGVAAudioEventMeta", "struct _GstGVAJSONMeta", "struct _GstGVATensorMeta", "class GVA::AudioEvent", "class GVA::AudioFrame", "class GVA::RegionOfInterest", "class GVA::Tensor", "class GVA::VideoFrame", "class dlstreamer::AffineTransformInfoMetadata", "class dlstreamer::BaseContext", "class dlstreamer::BaseDictionary", "template class dlstreamer::BaseElement", "class dlstreamer::BaseFrame", "class dlstreamer::BaseMemoryMapper", "class dlstreamer::BaseMetadata", "class dlstreamer::BaseSink", "class dlstreamer::BaseSource", "class dlstreamer::BaseTensor", "class dlstreamer::BaseTransform", "class dlstreamer::BaseTransformInplace", "template class dlstreamer::BlockingQueue", "class dlstreamer::CPUContext", "class dlstreamer::CPUFrameAlloc", "class dlstreamer::CPUTensor", "class dlstreamer::CPUTensorAlloc", "class dlstreamer::ClassificationMetadata", "class dlstreamer::Context", "class dlstreamer::DMAContext", "class dlstreamer::DMATensor", "class dlstreamer::DetectionMetadata", "class dlstreamer::Dictionary", "class dlstreamer::DictionaryProxy", "class dlstreamer::Element", "class dlstreamer::FFmpegContext", "class dlstreamer::FFmpegFrame", "class dlstreamer::Frame", "class dlstreamer::FramePtr", "class dlstreamer::GSTContext", "class dlstreamer::GSTContextQuery", "class dlstreamer::GSTDictionary", "class dlstreamer::GSTFrame", "class dlstreamer::GSTFrameBatch", "class dlstreamer::GSTMetadata", "class dlstreamer::GSTROIDictionary", "class dlstreamer::GSTROIMetadata", "class dlstreamer::GSTTensor", "class dlstreamer::ImageLayout", "class dlstreamer::InferenceResultMetadata", "class dlstreamer::InferenceResultMetadata::TensorImpl", "class dlstreamer::LevelZeroContext", "class dlstreamer::MemoryMapper", "class dlstreamer::MemoryMapperAnyToGST", "class dlstreamer::MemoryMapperCPUToOpenCV", "class dlstreamer::MemoryMapperCPUToOpenVINO", "class dlstreamer::MemoryMapperCache", "class dlstreamer::MemoryMapperChain", "class dlstreamer::MemoryMapperDMAToOpenCL", "class dlstreamer::MemoryMapperDMAToUSM", "class dlstreamer::MemoryMapperDMAToVAAPI", "class dlstreamer::MemoryMapperFFMPEGToVAAPI", "class dlstreamer::MemoryMapperGSTToDMA", "class dlstreamer::MemoryMapperGSTToOpenCL", "class dlstreamer::MemoryMapperGSTToVAAPI", "class dlstreamer::MemoryMapperOpenCLToCPU", "class dlstreamer::MemoryMapperOpenCLToDMA", "class dlstreamer::MemoryMapperOpenCLToOpenCVUMat", "class dlstreamer::MemoryMapperOpenCLToOpenVINO", "class dlstreamer::MemoryMapperOpenVINOToCPU", "class dlstreamer::MemoryMapperSYCLUSMToCPU", "class dlstreamer::MemoryMapperUSMToDMA", "class dlstreamer::MemoryMapperVAAPIToDMA", "class dlstreamer::MemoryMapperVAAPIToOpenVINO", "class dlstreamer::Metadata", "class dlstreamer::ModelInfoMetadata", "class dlstreamer::ObjectIdMetadata", "class dlstreamer::OpenCLContext", "class dlstreamer::OpenCLTensor", "class dlstreamer::OpenCLTensorRefCounted", "class dlstreamer::OpenCVContext", "class dlstreamer::OpenCVTensor", "class dlstreamer::OpenCVUMatContext", "class dlstreamer::OpenCVUMatTensor", "class dlstreamer::OpenVINOContext", "class dlstreamer::OpenVINOFrame", "class dlstreamer::OpenVINOTensor", "class dlstreamer::OpenVINOTensorBatch", "template class dlstreamer::Pool", "class dlstreamer::SYCLContext", "class dlstreamer::SYCLUSMTensor", "class dlstreamer::Sink", "class dlstreamer::Source", "class dlstreamer::SourceIdentifierMetadata", "class dlstreamer::Tensor", "class dlstreamer::TensorPtr", "class dlstreamer::TimestampMetadata", "class dlstreamer::Transform", "class dlstreamer::TransformInplace", "class dlstreamer::USMTensor", "class dlstreamer::VAAPIContext", "class dlstreamer::VAAPIFrame", "class dlstreamer::VAAPIFrameAlloc", "class dlstreamer::VAAPITensor", "enum GVALayout", "enum GVAPrecision", "enum GVA::Tensor::Layout", "enum GVA::Tensor::Precision", "enum dlstreamer::AccessMode", "enum dlstreamer::DataType", "enum dlstreamer::ElementFlags", "enum dlstreamer::ImageFormat", "enum 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[0, 14, 124, 170, 171, 173, 183, 184, 189, 191, 195, 203, 204, 206, 213], "y": [0, 6, 11, 14, 22, 60, 136, 170, 171, 176, 178, 182, 189, 191, 194, 195, 196, 220], "w": [0, 6, 11, 14, 22, 60, 136, 171, 189, 191, 195, 214], "glist": [0, 14, 15, 20, 128, 138, 139, 191], "l": [0, 14, 70, 191, 214, 220, 224], "param": [0, 2, 14, 15, 128, 131, 138, 139, 148, 168, 189, 191, 192, 194], "g_list_next": [0, 14, 191], "gststructur": [0, 2, 3, 9, 14, 15, 17, 20, 21, 54, 58, 128, 131, 132, 138, 141, 171, 184, 191, 207], "structur": [0, 3, 14, 21, 54, 58, 136, 137, 148, 160, 163, 168, 183, 185, 189, 191, 200, 208, 209, 221], "gst_structure_has_nam": [0, 14], "doesn": [0, 2, 14, 18, 20, 111, 172, 176, 193], "henc": [0, 14, 183, 196, 219], "attribut": [0, 14, 27, 50, 55, 170, 184, 191, 194, 198, 221, 223, 224], "gst_structure_get_nam": [0, 14, 191], "gst_structure_has_field": [0, 14, 191], "gst_structure_get_str": [0, 14, 191], "confid": [0, 2, 3, 6, 14, 18, 19, 20, 21, 22, 40, 44, 146, 147, 168, 170, 171, 189, 191, 192, 194, 198, 202, 204], "doubl": [0, 14, 18, 19, 20, 21, 22, 23, 40, 44, 131, 189, 190, 191, 194, 209, 213], "gst_structure_get_doubl": [0, 14, 191], "2f": [0, 14, 191], "video_fram": [0, 9, 10, 14, 22, 191, 195], "gstcap": [0, 14, 19, 22, 131, 132], "cap": [0, 6, 14, 19, 22, 131, 132, 171, 176, 183, 198], "simpl": [0, 14, 168, 182, 183, 185, 214, 220], "function": [0, 2, 14, 18, 19, 20, 22, 24, 25, 27, 28, 30, 32, 33, 34, 38, 41, 45, 46, 47, 48, 50, 52, 54, 58, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 90, 93, 94, 95, 97, 99, 100, 101, 102, 103, 104, 107, 110, 111, 112, 113, 132, 148, 167, 168, 169, 170, 172, 186, 189, 193, 197, 198, 200, 210, 223], "std": [0, 14, 18, 19, 20, 21, 22, 23, 24, 25, 27, 29, 32, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 70, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 106, 107, 108, 112, 113, 114, 115, 116, 131, 132, 148, 160, 163, 168, 170, 176, 189, 191, 194, 195], "vector": [0, 14, 18, 19, 20, 21, 22, 23, 24, 25, 27, 29, 32, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 48, 49, 50, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 70, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 106, 107, 112, 113, 114, 115, 116, 131, 160, 163, 170, 189, 195], "bbox": [0, 14, 170, 189, 195], "rect": [0, 2, 11, 14, 20, 23, 130, 191, 195], "cout": [0, 14, 191, 195], "endl": [0, 14, 191, 195], "const": [0, 9, 14, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 102, 103, 104, 105, 106, 107, 108, 110, 111, 112, 113, 114, 115, 116, 128, 131, 132, 144, 148, 150, 152, 160, 163], "name": [0, 2, 3, 8, 9, 14, 17, 18, 20, 21, 23, 25, 29, 40, 44, 45, 46, 54, 57, 58, 59, 62, 87, 88, 89, 106, 109, 118, 120, 128, 131, 141, 148, 160, 168, 170, 171, 173, 174, 176, 178, 180, 181, 182, 187, 189, 190, 191, 194, 196, 198, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 218, 219, 220, 221, 222, 223, 224], "via": [0, 14, 24, 33, 41, 107, 110, 127, 131, 167, 169, 170, 173, 174, 176, 180, 184, 185, 187, 189, 195, 198, 200, 220, 221, 223], "gvapython": [0, 14, 186, 200, 223], "import": [0, 14, 167, 168, 169, 170, 176, 199, 221], "gi": [0, 14, 178, 220], "require_vers": [0, 14], "repositori": [0, 14, 168, 176, 179, 181, 182, 198, 217, 219, 221], "entiti": [0, 14], "gstgva": [0, 9, 14, 198], "def": [0, 2, 3, 6, 14, 198], "format": [0, 3, 14, 19, 21, 27, 31, 37, 40, 44, 49, 50, 55, 56, 62, 98, 105, 114, 115, 124, 131, 143, 150, 153, 170, 171, 176, 182, 183, 184, 186, 189, 191, 192, 194, 198, 199, 200, 201, 202, 203, 204, 206, 208, 209, 211, 212, 214, 221, 223], "set": [0, 2, 3, 9, 14, 18, 20, 21, 23, 25, 33, 40, 44, 45, 46, 54, 58, 62, 88, 89, 106, 110, 128, 163, 170, 171, 173, 176, 177, 178, 179, 181, 182, 183, 185, 186, 187, 189, 192, 193, 194, 195, 196, 197, 198, 202, 203, 204, 206, 207, 209, 213, 214, 218, 221, 223], "up": [0, 14, 178, 179, 182, 189, 193, 197, 209], "callback": [0, 14, 186, 197, 198, 200, 210], "bodi": [0, 14], "standard": [0, 14, 170, 171, 183, 189, 191, 192, 198, 221], "appsink": [0, 14, 184], "regist": [0, 9, 14, 128, 148, 167, 174, 178, 181, 184, 198], "incom": [0, 14, 203, 204, 206, 221], "write": [0, 14, 28, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 104, 121, 168, 169, 171, 185, 200, 203, 204, 205, 206, 221, 223], "ha": [0, 3, 8, 9, 14, 21, 24, 41, 48, 52, 64, 90, 93, 95, 97, 102, 104, 105, 110, 113, 118, 120, 128, 170, 171, 176, 178, 180, 183, 185, 190, 191, 194, 198, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 219, 221, 223, 224], "come": [0, 2, 14, 20, 169, 175, 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38, 41, 45, 46, 47, 48, 50, 52, 53, 54, 55, 58, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 90, 93, 94, 95, 97, 99, 100, 102, 103, 104, 105, 107, 110, 112, 113, 128, 131, 163, 172, 178, 184, 198, 218], "detect_postproc_callback": [0, 14], "pad": [0, 14, 53, 163, 183, 184, 189, 190, 194, 196, 198, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213], "gst_pad_probe_info_buff": [0, 14, 198], "get_current_cap": [0, 14, 198], "statu": [0, 14], "padprobereturn": [0, 14, 198], "ok": [0, 14, 198], "els": [0, 14], "drop": [0, 14, 170, 193, 194], "main": [0, 14, 107, 170, 172, 178, 181], "arg": [0, 14, 210], "parse_arg": [0, 14], "build": [0, 14, 167, 170, 171, 173, 176, 179, 180, 185, 197, 215, 219, 223], "parse_launch": [0, 14], "pipeline_str": [0, 14], "bgrx": [0, 14, 124, 201, 203, 204, 206, 211, 212], "get_by_nam": [0, 14], "get_static_pad": [0, 14], "add_prob": [0, 14], "padprobetyp": [0, 14], "start": [0, 14, 15, 18, 19, 98, 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"overview"], [194, "overview"]], "Inference results flow": [[0, "inference-results-flow"], [14, "inference-results-flow"]], "Print inference results example": [[0, "print-inference-results-example"], [14, "print-inference-results-example"]], "1. Access inference results with low-level C code": [[0, "access-inference-results-with-low-level-c-code"], [14, "access-inference-results-with-low-level-c-code"]], "2. Access inference results with C++ API": [[0, "access-inference-results-with-c-api"], [14, "access-inference-results-with-c-api"]], "3. Access inference results with Python API": [[0, "access-inference-results-with-python-api"], [14, "access-inference-results-with-python-api"]], "Custom post-processing tutorial": [[0, "custom-post-processing-tutorial"], [14, "custom-post-processing-tutorial"]], "API Reference": [[1, "api-reference"]], "class gstgva::region_of_interest::RegionOfInterest": [[2, "class-gstgva-region-of-interest-regionofinterest"]], "Detailed Documentation": [[2, "detailed-documentation"], [3, "detailed-documentation"], [6, "detailed-documentation"], [7, "detailed-documentation"], [8, "detailed-documentation"], [9, "detailed-documentation"], [15, "detailed-documentation"], [16, "detailed-documentation"], [17, "detailed-documentation"], [18, "detailed-documentation"], [19, "detailed-documentation"], [20, "detailed-documentation"], [21, "detailed-documentation"], [22, "detailed-documentation"], [24, "detailed-documentation"], [25, "detailed-documentation"], [27, "detailed-documentation"], [28, 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"detailed-documentation"], [131, "detailed-documentation"], [138, "detailed-documentation"], [140, "detailed-documentation"], [141, "detailed-documentation"], [163, "detailed-documentation"]], "Methods": [[2, "methods"], [3, "methods"], [6, "methods"], [18, "methods"], [19, "methods"], [20, "methods"], [21, "methods"], [22, "methods"], [24, "methods"], [25, "methods"], [27, "methods"], [28, "methods"], [30, "methods"], [31, "methods"], [32, "methods"], [33, "methods"], [34, "methods"], [38, "methods"], [41, "methods"], [45, "methods"], [46, "methods"], [47, "methods"], [48, "methods"], [50, "methods"], [52, "methods"], [53, "methods"], [54, "methods"], [55, "methods"], [58, "methods"], [64, "methods"], [65, "methods"], [66, "methods"], [67, "methods"], [68, "methods"], [69, "methods"], [70, "methods"], [71, "methods"], [72, "methods"], [73, "methods"], [74, "methods"], [75, "methods"], [76, "methods"], [77, "methods"], [78, "methods"], [79, "methods"], [80, "methods"], [81, "methods"], [82, "methods"], [83, "methods"], [84, "methods"], [85, "methods"], [86, "methods"], [90, "methods"], [93, "methods"], [94, "methods"], [95, "methods"], [97, "methods"], [99, "methods"], [100, "methods"], [102, "methods"], [103, "methods"], [104, "methods"], [105, "methods"], [107, "methods"], [110, "methods"], [111, "methods"], [112, "methods"], [113, "methods"], [163, "methods"]], "class gstgva::tensor::Tensor": [[3, "class-gstgva-tensor-tensor"]], "class gstgva::tensor::Tensor::LAYOUT": [[4, "class-gstgva-tensor-tensor-layout"]], "class gstgva::tensor::Tensor::PRECISION": [[5, "class-gstgva-tensor-tensor-precision"]], "class gstgva::video_frame::VideoFrame": [[6, "class-gstgva-video-frame-videoframe"]], "enum GVALayout": [[7, "enum-gvalayout"], [117, "enum-gvalayout"]], "Enum Values": [[7, "enum-values"], [8, "enum-values"], [117, "enum-values"], [118, "enum-values"], [119, "enum-values"], [120, "enum-values"]], "enum GVAPrecision": [[8, "enum-gvaprecision"], [118, "enum-gvaprecision"]], "Global Namespace": [[9, "global-namespace"], [128, "global-namespace"]], "Global Functions": [[9, "global-functions"], [128, "global-functions"], [131, "global-functions"]], "namespace gstgva": [[10, "namespace-gstgva"]], "namespace gstgva::region_of_interest": [[11, "namespace-gstgva-region-of-interest"]], "namespace gstgva::tensor": [[12, "namespace-gstgva-tensor"]], "namespace gstgva::video_frame": [[13, "namespace-gstgva-video-frame"]], "struct GstGVAAudioEventMeta": [[15, "struct-gstgvaaudioeventmeta"], [138, "struct-gstgvaaudioeventmeta"]], "Fields": [[15, "fields"], [16, "fields"], [17, "fields"], [138, "fields"], [140, "fields"], [141, "fields"]], "struct _GstGVAJSONMeta": [[16, "struct-gstgvajsonmeta"], [140, "struct-gstgvajsonmeta"]], "struct _GstGVATensorMeta": [[17, "struct-gstgvatensormeta"], [141, "struct-gstgvatensormeta"]], "class GVA::AudioEvent": [[18, "class-gva-audioevent"]], "Construction": [[18, "construction"], [19, "construction"], [20, "construction"], [21, "construction"], [22, "construction"], [163, "construction"]], "class GVA::AudioFrame": [[19, "class-gva-audioframe"]], "class GVA::RegionOfInterest": [[20, "class-gva-regionofinterest"]], "class GVA::Tensor": [[21, "class-gva-tensor"]], "class GVA::VideoFrame": [[22, "class-gva-videoframe"]], "class dlstreamer::AffineTransformInfoMetadata": [[23, "class-dlstreamer-affinetransforminfometadata"]], "Inherited Members": [[23, "inherited-members"], [24, "inherited-members"], [25, "inherited-members"], [27, "inherited-members"], [28, "inherited-members"], [29, "inherited-members"], [30, "inherited-members"], [31, "inherited-members"], [32, "inherited-members"], [33, "inherited-members"], [34, "inherited-members"], [36, "inherited-members"], [37, "inherited-members"], [38, "inherited-members"], [39, "inherited-members"], [40, "inherited-members"], [42, "inherited-members"], [43, "inherited-members"], [44, "inherited-members"], [46, "inherited-members"], [48, "inherited-members"], [49, "inherited-members"], [52, "inherited-members"], [53, "inherited-members"], [54, "inherited-members"], [55, "inherited-members"], [56, "inherited-members"], [57, "inherited-members"], [58, "inherited-members"], [59, "inherited-members"], [60, "inherited-members"], [62, "inherited-members"], [63, "inherited-members"], [64, "inherited-members"], [66, "inherited-members"], [67, "inherited-members"], [68, "inherited-members"], [69, "inherited-members"], [70, "inherited-members"], [71, "inherited-members"], [72, "inherited-members"], [73, "inherited-members"], [74, "inherited-members"], [75, "inherited-members"], [76, "inherited-members"], [77, "inherited-members"], [78, "inherited-members"], [79, "inherited-members"], [80, "inherited-members"], [81, "inherited-members"], [82, "inherited-members"], [83, "inherited-members"], [84, "inherited-members"], [85, "inherited-members"], [86, "inherited-members"], [88, "inherited-members"], [89, "inherited-members"], [90, "inherited-members"], [91, "inherited-members"], [92, "inherited-members"], [93, "inherited-members"], [94, "inherited-members"], [95, "inherited-members"], [96, "inherited-members"], [97, "inherited-members"], [98, "inherited-members"], [99, "inherited-members"], [100, "inherited-members"], [102, "inherited-members"], [103, "inherited-members"], [104, "inherited-members"], [105, "inherited-members"], [106, "inherited-members"], [110, "inherited-members"], [111, "inherited-members"], [112, "inherited-members"], [113, "inherited-members"], [114, "inherited-members"], [115, "inherited-members"], [116, "inherited-members"]], "class dlstreamer::BaseContext": [[24, "class-dlstreamer-basecontext"]], "class dlstreamer::BaseDictionary": [[25, "class-dlstreamer-basedictionary"]], "template class dlstreamer::BaseElement": [[26, "template-class-dlstreamer-baseelement"]], "class dlstreamer::BaseFrame": [[27, "class-dlstreamer-baseframe"]], "class dlstreamer::BaseMemoryMapper": [[28, "class-dlstreamer-basememorymapper"]], "class dlstreamer::BaseMetadata": [[29, "class-dlstreamer-basemetadata"]], "class dlstreamer::BaseSink": [[30, "class-dlstreamer-basesink"]], "class dlstreamer::BaseSource": [[31, "class-dlstreamer-basesource"]], "class dlstreamer::BaseTensor": [[32, "class-dlstreamer-basetensor"]], "class dlstreamer::BaseTransform": [[33, "class-dlstreamer-basetransform"]], "class dlstreamer::BaseTransformInplace": [[34, "class-dlstreamer-basetransforminplace"]], "template class dlstreamer::BlockingQueue": [[35, "template-class-dlstreamer-blockingqueue"]], "class dlstreamer::CPUContext": [[36, "class-dlstreamer-cpucontext"]], "class dlstreamer::CPUFrameAlloc": [[37, "class-dlstreamer-cpuframealloc"]], "class dlstreamer::CPUTensor": [[38, "class-dlstreamer-cputensor"]], "class dlstreamer::CPUTensorAlloc": [[39, "class-dlstreamer-cputensoralloc"]], "class dlstreamer::ClassificationMetadata": [[40, "class-dlstreamer-classificationmetadata"]], "class dlstreamer::Context": [[41, "class-dlstreamer-context"]], "Typedefs": [[41, "typedefs"], [131, "typedefs"]], "class dlstreamer::DMAContext": [[42, "class-dlstreamer-dmacontext"]], "class dlstreamer::DMATensor": [[43, "class-dlstreamer-dmatensor"]], "class dlstreamer::DetectionMetadata": [[44, "class-dlstreamer-detectionmetadata"]], "class dlstreamer::Dictionary": [[45, "class-dlstreamer-dictionary"]], "class dlstreamer::DictionaryProxy": [[46, "class-dlstreamer-dictionaryproxy"]], "class dlstreamer::Element": [[47, "class-dlstreamer-element"]], "class dlstreamer::FFmpegContext": [[48, "class-dlstreamer-ffmpegcontext"]], "class dlstreamer::FFmpegFrame": [[49, "class-dlstreamer-ffmpegframe"]], "class dlstreamer::Frame": [[50, "class-dlstreamer-frame"]], "class dlstreamer::FramePtr": [[51, "class-dlstreamer-frameptr"]], "class dlstreamer::GSTContext": [[52, "class-dlstreamer-gstcontext"]], "class dlstreamer::GSTContextQuery": [[53, "class-dlstreamer-gstcontextquery"]], "class dlstreamer::GSTDictionary": [[54, "class-dlstreamer-gstdictionary"]], "class dlstreamer::GSTFrame": [[55, "class-dlstreamer-gstframe"]], "class dlstreamer::GSTFrameBatch": [[56, "class-dlstreamer-gstframebatch"]], "class dlstreamer::GSTMetadata": [[57, "class-dlstreamer-gstmetadata"]], "class dlstreamer::GSTROIDictionary": [[58, "class-dlstreamer-gstroidictionary"]], "class dlstreamer::GSTROIMetadata": [[59, "class-dlstreamer-gstroimetadata"]], "class dlstreamer::GSTTensor": [[60, "class-dlstreamer-gsttensor"]], "class dlstreamer::ImageLayout": [[61, "class-dlstreamer-imagelayout"]], "class dlstreamer::InferenceResultMetadata": [[62, "class-dlstreamer-inferenceresultmetadata"]], "class dlstreamer::InferenceResultMetadata::TensorImpl": [[63, "class-dlstreamer-inferenceresultmetadata-tensorimpl"]], "class dlstreamer::LevelZeroContext": [[64, "class-dlstreamer-levelzerocontext"]], "class dlstreamer::MemoryMapper": [[65, "class-dlstreamer-memorymapper"]], "class dlstreamer::MemoryMapperAnyToGST": [[66, "class-dlstreamer-memorymapperanytogst"]], "class dlstreamer::MemoryMapperCPUToOpenCV": [[67, "class-dlstreamer-memorymappercputoopencv"]], "class dlstreamer::MemoryMapperCPUToOpenVINO": [[68, "class-dlstreamer-memorymappercputoopenvino"]], "class dlstreamer::MemoryMapperCache": [[69, "class-dlstreamer-memorymappercache"]], "class dlstreamer::MemoryMapperChain": [[70, "class-dlstreamer-memorymapperchain"]], "class dlstreamer::MemoryMapperDMAToOpenCL": [[71, "class-dlstreamer-memorymapperdmatoopencl"]], "class dlstreamer::MemoryMapperDMAToUSM": [[72, "class-dlstreamer-memorymapperdmatousm"]], "class dlstreamer::MemoryMapperDMAToVAAPI": [[73, "class-dlstreamer-memorymapperdmatovaapi"]], "class dlstreamer::MemoryMapperFFMPEGToVAAPI": [[74, "class-dlstreamer-memorymapperffmpegtovaapi"]], "class dlstreamer::MemoryMapperGSTToDMA": [[75, "class-dlstreamer-memorymappergsttodma"]], "class dlstreamer::MemoryMapperGSTToOpenCL": [[76, "class-dlstreamer-memorymappergsttoopencl"]], "class dlstreamer::MemoryMapperGSTToVAAPI": [[77, "class-dlstreamer-memorymappergsttovaapi"]], "class dlstreamer::MemoryMapperOpenCLToCPU": [[78, "class-dlstreamer-memorymapperopencltocpu"]], "class dlstreamer::MemoryMapperOpenCLToDMA": [[79, "class-dlstreamer-memorymapperopencltodma"]], "class dlstreamer::MemoryMapperOpenCLToOpenCVUMat": [[80, "class-dlstreamer-memorymapperopencltoopencvumat"]], "class dlstreamer::MemoryMapperOpenCLToOpenVINO": [[81, "class-dlstreamer-memorymapperopencltoopenvino"]], "class dlstreamer::MemoryMapperOpenVINOToCPU": [[82, "class-dlstreamer-memorymapperopenvinotocpu"]], "class dlstreamer::MemoryMapperSYCLUSMToCPU": [[83, "class-dlstreamer-memorymappersyclusmtocpu"]], "class dlstreamer::MemoryMapperUSMToDMA": [[84, "class-dlstreamer-memorymapperusmtodma"]], "class dlstreamer::MemoryMapperVAAPIToDMA": [[85, "class-dlstreamer-memorymappervaapitodma"]], "class dlstreamer::MemoryMapperVAAPIToOpenVINO": [[86, "class-dlstreamer-memorymappervaapitoopenvino"]], "class dlstreamer::Metadata": [[87, "class-dlstreamer-metadata"]], "class dlstreamer::ModelInfoMetadata": [[88, "class-dlstreamer-modelinfometadata"]], "class dlstreamer::ObjectIdMetadata": [[89, "class-dlstreamer-objectidmetadata"]], "class dlstreamer::OpenCLContext": [[90, "class-dlstreamer-openclcontext"]], "class dlstreamer::OpenCLTensor": [[91, "class-dlstreamer-opencltensor"]], "class dlstreamer::OpenCLTensorRefCounted": [[92, "class-dlstreamer-opencltensorrefcounted"]], "class dlstreamer::OpenCVContext": [[93, "class-dlstreamer-opencvcontext"]], "class dlstreamer::OpenCVTensor": [[94, "class-dlstreamer-opencvtensor"]], "class dlstreamer::OpenCVUMatContext": [[95, "class-dlstreamer-opencvumatcontext"]], "class dlstreamer::OpenCVUMatTensor": [[96, "class-dlstreamer-opencvumattensor"]], "class dlstreamer::OpenVINOContext": [[97, "class-dlstreamer-openvinocontext"]], "class dlstreamer::OpenVINOFrame": [[98, "class-dlstreamer-openvinoframe"]], "class dlstreamer::OpenVINOTensor": [[99, "class-dlstreamer-openvinotensor"]], "class dlstreamer::OpenVINOTensorBatch": [[100, "class-dlstreamer-openvinotensorbatch"]], "template class dlstreamer::Pool": [[101, "template-class-dlstreamer-pool"]], "class dlstreamer::SYCLContext": [[102, "class-dlstreamer-syclcontext"]], "class dlstreamer::SYCLUSMTensor": [[103, "class-dlstreamer-syclusmtensor"]], "class dlstreamer::Sink": [[104, "class-dlstreamer-sink"]], "class dlstreamer::Source": [[105, "class-dlstreamer-source"]], "class dlstreamer::SourceIdentifierMetadata": [[106, "class-dlstreamer-sourceidentifiermetadata"]], "class dlstreamer::Tensor": [[107, "class-dlstreamer-tensor"]], "class dlstreamer::TensorPtr": [[108, "class-dlstreamer-tensorptr"]], "class dlstreamer::TimestampMetadata": [[109, "class-dlstreamer-timestampmetadata"]], "class dlstreamer::Transform": [[110, "class-dlstreamer-transform"]], "class dlstreamer::TransformInplace": [[111, "class-dlstreamer-transforminplace"]], "class dlstreamer::USMTensor": [[112, "class-dlstreamer-usmtensor"]], "class dlstreamer::VAAPIContext": [[113, "class-dlstreamer-vaapicontext"]], "class dlstreamer::VAAPIFrame": [[114, "class-dlstreamer-vaapiframe"]], "class dlstreamer::VAAPIFrameAlloc": [[115, "class-dlstreamer-vaapiframealloc"]], "class dlstreamer::VAAPITensor": [[116, "class-dlstreamer-vaapitensor"]], "enum GVA::Tensor::Layout": [[119, "enum-gva-tensor-layout"]], "enum GVA::Tensor::Precision": [[120, "enum-gva-tensor-precision"]], "enum dlstreamer::AccessMode": [[121, "enum-dlstreamer-accessmode"]], "enum dlstreamer::DataType": [[122, "enum-dlstreamer-datatype"]], "enum dlstreamer::ElementFlags": [[123, "enum-dlstreamer-elementflags"]], "enum dlstreamer::ImageFormat": [[124, "enum-dlstreamer-imageformat"]], "enum dlstreamer::ImageLayout::Value": [[125, "enum-dlstreamer-imagelayout-value"]], "enum dlstreamer::MediaType": [[126, "enum-dlstreamer-mediatype"]], "enum dlstreamer::MemoryType": [[127, "enum-dlstreamer-memorytype"]], "API 2.0 Reference": [[129, "api-2-0-reference"]], "namespace GVA": [[130, "namespace-gva"]], "namespace dlstreamer": [[131, "namespace-dlstreamer"]], "namespace dlstreamer::detail": [[132, "namespace-dlstreamer-detail"]], "namespace dlstreamer::param": [[133, "namespace-dlstreamer-param"]], "namespace dlstreamer::tensor": [[134, "namespace-dlstreamer-tensor"]], "namespace dlstreamer::tensor::key": [[135, "namespace-dlstreamer-tensor-key"]], "template struct GVA::Rect": [[136, "template-struct-gva-rect"]], "template struct GVA::Segment": [[137, "template-struct-gva-segment"]], "struct _GstAnalyticsODExtMtdData": [[139, "struct-gstanalyticsodextmtddata"]], "struct dlstreamer::AffineTransformInfoMetadata::key": [[142, "struct-dlstreamer-affinetransforminfometadata-key"]], "struct dlstreamer::AudioFormat": [[143, "struct-dlstreamer-audioformat"]], "struct dlstreamer::AudioInfo": [[144, "struct-dlstreamer-audioinfo"]], "struct dlstreamer::BaseContext::key": [[145, "struct-dlstreamer-basecontext-key"]], "struct dlstreamer::ClassificationMetadata::key": [[146, "struct-dlstreamer-classificationmetadata-key"]], "struct dlstreamer::DetectionMetadata::key": [[147, "struct-dlstreamer-detectionmetadata-key"]], "struct dlstreamer::ElementDesc": [[148, "struct-dlstreamer-elementdesc"]], "struct dlstreamer::FFmpegContext::key": [[149, "struct-dlstreamer-ffmpegcontext-key"]], "struct dlstreamer::FrameInfo": [[150, "struct-dlstreamer-frameinfo"]], "struct dlstreamer::GstDLStreamerMemory": [[151, "struct-dlstreamer-gstdlstreamermemory"]], "struct dlstreamer::ImageInfo": [[152, "struct-dlstreamer-imageinfo"]], "struct dlstreamer::InferenceResultMetadata::key": [[153, "struct-dlstreamer-inferenceresultmetadata-key"]], "struct dlstreamer::LevelZeroContext::key": [[154, "struct-dlstreamer-levelzerocontext-key"]], "struct dlstreamer::ModelInfoMetadata::key": [[155, "struct-dlstreamer-modelinfometadata-key"]], "struct dlstreamer::ObjectIdMetadata::key": [[156, "struct-dlstreamer-objectidmetadata-key"]], "struct dlstreamer::OpenCLContext::key": [[157, "struct-dlstreamer-openclcontext-key"]], "struct dlstreamer::OpenCVUMatTensor::key": [[158, "struct-dlstreamer-opencvumattensor-key"]], "struct dlstreamer::OpenVINOContext::key": [[159, "struct-dlstreamer-openvinocontext-key"]], "struct dlstreamer::ParamDesc": [[160, "struct-dlstreamer-paramdesc"]], "struct dlstreamer::SYCLContext::key": [[161, "struct-dlstreamer-syclcontext-key"]], "struct dlstreamer::SourceIdentifierMetadata::key": [[162, "struct-dlstreamer-sourceidentifiermetadata-key"]], "struct dlstreamer::TensorInfo": [[163, "struct-dlstreamer-tensorinfo"]], "struct dlstreamer::TimestampMetadata::key": [[164, "struct-dlstreamer-timestampmetadata-key"]], "struct dlstreamer::VAAPIContext::key": [[165, "struct-dlstreamer-vaapicontext-key"]], "template struct dlstreamer::detail::fourcc": [[166, "template-struct-dlstreamer-detail-fourcc"]], "Architecture 2.0 [Preview]": [[167, "architecture-2-0-preview"]], "\u2461 C++ elements": [[168, "c-elements"]], "Element description": [[168, "element-description"]], "How to create instance of C++ element": [[168, "how-to-create-instance-of-c-element"]], "\u2460 Memory Interop and C++ abstract interfaces": [[169, "memory-interop-and-c-abstract-interfaces"]], "Why memory interop library?": [[169, "why-memory-interop-library"]], "Memory interop in a few lines - using Intel\u00ae DL Streamer": [[169, "memory-interop-in-a-few-lines-using-intel-dl-streamer"]], "Abstract interfaces for C++ elements": [[169, "abstract-interfaces-for-c-elements"]], "How to use in CMake build system": [[169, "how-to-use-in-cmake-build-system"]], "Files structure": [[169, "files-structure"]], "Elements 2.0": [[170, "elements-2-0"]], "meta_overlay": [[170, "meta-overlay"]], "Capabilities": [[170, "capabilities"], [170, "id1"], [170, "id3"], [170, "id5"], [170, "id7"], [170, "id9"], [170, "id11"], [170, "id13"], [170, "id15"], [170, "id17"], [170, "id19"], [170, "id21"], [170, "id23"], [170, "id25"], [170, "id27"], [170, "id29"], [170, "id31"], [170, "id33"], [170, "id35"], [170, "id37"], [170, "id39"], [170, "id41"], [170, "id43"], [170, "id45"], [170, "id47"], [170, "id49"], [170, "id51"], [170, "id53"], [170, "id55"], [170, "id57"], [170, "id59"], [170, "id61"], [170, "id63"], [170, "id65"], [170, "id67"], [170, "id69"], [170, "id71"], [170, "id73"], [170, "id75"], [170, "id77"], [170, "id79"]], "Properties": [[170, "properties"], [170, "id2"], [170, "id4"], [170, "id6"], [170, "id8"], [170, "id10"], [170, "id12"], [170, "id14"], [170, "id16"], [170, "id18"], [170, "id20"], [170, "id22"], [170, "id24"], [170, "id26"], [170, "id28"], [170, "id30"], [170, "id32"], [170, "id34"], [170, "id36"], [170, "id38"], [170, "id40"], [170, "id42"], [170, "id44"], [170, "id46"], [170, "id48"], [170, "id50"], [170, "id52"], [170, "id54"], [170, "id56"], [170, "id58"], [170, "id60"], [170, "id62"], [170, "id64"], [170, "id66"], [170, "id68"], [170, "id70"], [170, "id72"], [170, "id74"], [170, "id76"], [170, "id78"], [170, "id80"], [221, "properties"]], "object_classify": [[170, "object-classify"]], "object_detect": [[170, "object-detect"]], "object_track": [[170, "object-track"]], "processbin": [[170, "processbin"]], "video_inference": [[170, "video-inference"]], "batch_create": [[170, "batch-create"]], "batch_split": [[170, "batch-split"]], "capsrelax": [[170, "capsrelax"]], "gvadrop": [[170, "gvadrop"]], "meta_aggregate": [[170, "meta-aggregate"]], "meta_smooth": [[170, "meta-smooth"]], "roi_split": [[170, "roi-split"]], "video_frames_buffer": [[170, "video-frames-buffer"]], "rate_adjust": [[170, "rate-adjust"]], "tensor_convert": [[170, "tensor-convert"]], "tensor_histogram": [[170, "tensor-histogram"]], "tensor_postproc_add_params": [[170, "tensor-postproc-add-params"]], "tensor_postproc_detection": [[170, "tensor-postproc-detection"]], "tensor_postproc_label": [[170, "tensor-postproc-label"]], "tensor_postproc_text": [[170, "tensor-postproc-text"]], "tensor_postproc_yolo": [[170, "tensor-postproc-yolo"]], "tensor_sliding_window": [[170, "tensor-sliding-window"]], "openvino_tensor_inference": [[170, "openvino-tensor-inference"]], "openvino_video_inference": [[170, "openvino-video-inference"]], "opencv_cropscale": [[170, "opencv-cropscale"]], "opencv_find_contours": [[170, "opencv-find-contours"]], "opencv_meta_overlay": [[170, "opencv-meta-overlay"]], "opencv_object_association": [[170, "opencv-object-association"]], "opencv_remove_background": [[170, "opencv-remove-background"]], "opencv_tensor_normalize": [[170, "opencv-tensor-normalize"]], "opencv_warp_affine": [[170, "opencv-warp-affine"]], "tensor_postproc_human_pose": [[170, "tensor-postproc-human-pose"]], "vaapi_batch_proc": [[170, "vaapi-batch-proc"]], "vaapi_sync": [[170, "vaapi-sync"]], "opencl_tensor_normalize": [[170, "opencl-tensor-normalize"]], "vaapi_to_opencl": [[170, "vaapi-to-opencl"]], "sycl_meta_overlay": [[170, "sycl-meta-overlay"]], "sycl_tensor_histogram": [[170, "sycl-tensor-histogram"]], "inference_openvino": [[170, "inference-openvino"]], "pytorch_tensor_inference": [[170, "pytorch-tensor-inference"]], "\u2462 GStreamer Bin Elements": [[171, "gstreamer-bin-elements"]], "Pipelines with branches": [[171, "pipelines-with-branches"]], "Pre-processing": [[171, "pre-processing"]], "Video Pre-processing": [[171, "video-pre-processing"]], "Video Pre-processing Backends for Inference": [[171, "video-pre-processing-backends-for-inference"]], "Video Pre-processing Elements": [[171, "video-pre-processing-elements"]], "Batched Pre-processing": [[171, "batched-pre-processing"]], "Batched Pre-processing shared across multiple streams": [[171, "batched-pre-processing-shared-across-multiple-streams"]], "Processing": [[171, "processing"]], "Post-processing": [[171, "post-processing"]], "Bin elements": [[171, "bin-elements"]], "Element video_inference": [[171, "element-video-inference"]], "Element object_detect": [[171, "element-object-detect"]], "Element object_classify": [[171, "element-object-classify"]], "\u2462 GStreamer Elements": [[172, "gstreamer-elements"]], "Register C++ element as GStreamer element": [[172, "register-c-element-as-gstreamer-element"]], "How C++ element works as GStreamer element": [[172, "how-c-element-works-as-gstreamer-element"]], "Migration to 2.0": [[173, "migration-to-2-0"]], "Multiple ways to program media analytics pipeline": [[173, "multiple-ways-to-program-media-analytics-pipeline"]], "Backward compatibility between 1.0 and 2.0": [[173, "backward-compatibility-between-1-0-and-2-0"]], "Deprecated properties not available in 2.0": [[173, "deprecated-properties-not-available-in-2-0"]], "Packaging": [[174, "packaging"]], "Memory interop library": [[174, "memory-interop-library"]], "C++ elements and GStreamer elements": [[174, "c-elements-and-gstreamer-elements"]], "Packages content": [[174, "packages-content"]], "\u2462 Python Bindings": [[175, "python-bindings"]], "PyTorch tensor inference [Preview]": [[176, "pytorch-tensor-inference-preview"]], "Prior to the first run": [[176, "prior-to-the-first-run"]], "Loading model and weights": [[176, "loading-model-and-weights"]], "Determining tensor shape": [[176, "determining-tensor-shape"]], "DLStreamer pipelines with pytorch_tensor_inference": [[176, "dlstreamer-pipelines-with-pytorch-tensor-inference"]], "Integration into bin-elements": [[176, "integration-into-bin-elements"]], "Samples 2.0": [[177, "samples-2-0"]], "Advanced installation guide for Ubuntu - compilation from source files": [[178, "advanced-installation-guide-for-ubuntu-compilation-from-source-files"]], "Step 1: Install prerequisites": [[178, "step-1-install-prerequisites"], [180, "step-1-install-prerequisites"]], "Step 2: Clone Intel\u00ae DL Streamer repository": [[178, "step-2-clone-intel-dl-streamer-repository"]], "Step 3: Install Intel\u00ae Distribution of OpenVINO\u2122 Toolkit": [[178, "step-3-install-intel-distribution-of-openvino-toolkit"]], "Step 4: Install Intel\u00ae DL Streamer Pipeline Framework dependencies": [[178, "step-4-install-intel-dl-streamer-pipeline-framework-dependencies"]], "Step 5: Install OpenCV": [[178, "step-5-install-opencv"]], "Step 6: Install Python dependencies": [[178, "step-6-install-python-dependencies"]], "Step 7: Install OpenCL\u2122": [[178, "step-7-install-opencl"]], "Step 8: Install message brokers": [[178, "step-8-install-message-brokers"]], "Step 9: Install Intel\u00ae oneAPI DPC++/C++ Compiler": [[178, "step-9-install-intel-oneapi-dpc-c-compiler"]], "Step 10: Install VA-API dependencies": [[178, "step-10-install-va-api-dependencies"]], "Step 11: Build Intel\u00ae DL Streamer Pipeline Framework": [[178, "step-11-build-intel-dl-streamer-pipeline-framework"]], "Step 12: Intel\u00ae DL Streamer installation verification": [[178, "step-12-intel-dl-streamer-installation-verification"]], "Step 13: Next steps - running sample Intel\u00ae DL Streamer pipelines": [[178, "step-13-next-steps-running-sample-intel-dl-streamer-pipelines"]], "Advanced Installation Guide": [[179, "advanced-installation-guide"]], "Advanced installation guide for Ubuntu - pre-built packages": [[180, "advanced-installation-guide-for-ubuntu-pre-built-packages"]], "Step 2: Prepare the installation environment": [[180, "step-2-prepare-the-installation-environment"]], "Step 3: Install Intel\u00ae DL Streamer": [[180, "step-3-install-intel-dl-streamer"]], "Step 4: Install OpenVINO\u2122 toolkit": [[180, "step-4-install-openvino-toolkit"]], "Step 5: Install MQTT and Kafka clients for element gvametapublish": [[180, "step-5-install-mqtt-and-kafka-clients-for-element-gvametapublish"]], "Step 6: Add user to groups": [[180, "step-6-add-user-to-groups"]], "Step 7: Set up the environment for Intel\u00ae DL Streamer": [[180, "step-7-set-up-the-environment-for-intel-dl-streamer"]], "Step 8: Verify Intel\u00ae DL Streamer installation": [[180, "step-8-verify-intel-dl-streamer-installation"]], "Step 9: Next steps - running sample Intel\u00ae DL Streamer pipelines": [[180, "step-9-next-steps-running-sample-intel-dl-streamer-pipelines"]], "Advanced installation guide for Ubuntu - prerequisites": [[181, "advanced-installation-guide-for-ubuntu-prerequisites"]], "Prerequisite 1 - Intel\u00ae GPU drivers for computing and media runtimes": [[181, "prerequisite-1-intel-gpu-drivers-for-computing-and-media-runtimes"]], "Prerequisite 2 - Install Intel\u00ae NPU drivers": [[181, "prerequisite-2-install-intel-npu-drivers"]], "Coding Style": [[182, "coding-style"]], "Install clang formatter": [[182, "install-clang-formatter"]], "Configure IDE": [[182, "configure-ide"]], "Converting NVIDIA DeepStream Pipelines to Intel\u00ae Deep Learning Streamer (Intel\u00ae DL Streamer) Pipeline Framework": [[183, "converting-nvidia-deepstream-pipelines-to-intel-deep-learning-streamer-intel-dl-streamer-pipeline-framework"]], "Preparing Your Model": [[183, "preparing-your-model"]], "Configuring Model for Intel\u00ae DL Streamer": [[183, "configuring-model-for-intel-dl-streamer"]], "GStreamer Pipeline Adjustments": [[183, "gstreamer-pipeline-adjustments"]], "Mux and Demux Elements": [[183, "mux-and-demux-elements"]], "Inferencing Elements": [[183, "inferencing-elements"]], "Video Processing Elements": [[183, "video-processing-elements"]], "Metadata Elements": [[183, "metadata-elements"]], "Multiple Input Streams": [[183, "multiple-input-streams"]], "Custom Processing": [[184, "custom-processing"]], "1. Consume tensor data and parse/convert it on application side": [[184, "consume-tensor-data-and-parse-convert-it-on-application-side"]], "2. Set C/Python callback in the middle of GStreamer pipeline": [[184, "set-c-python-callback-in-the-middle-of-gstreamer-pipeline"]], "3. Insert gvapython element and provide Python callback function": [[184, "insert-gvapython-element-and-provide-python-callback-function"]], "4. Insert new GStreamer element implemented on C/C++": [[184, "insert-new-gstreamer-element-implemented-on-c-c"]], "5. Modify source code of post-processors for gvadetect/gvaclassify elements": [[184, "modify-source-code-of-post-processors-for-gvadetect-gvaclassify-elements"]], "DeepSORT tracking support": [[185, "deepsort-tracking-support"]], "A few words about DeepSORT": [[185, "a-few-words-about-deepsort"]], "Object detection": [[185, "object-detection"]], "Feature extraction": [[185, "feature-extraction"]], "ID assignment": [[185, "id-assignment"]], "Basic DeepSORT pipeline example": [[185, "basic-deepsort-pipeline-example"]], "Developer Guide": [[186, "developer-guide"]], "GPU device selection": [[187, "gpu-device-selection"]], "1. Media (VAAPI based) elements": [[187, "media-vaapi-based-elements"]], "2. Inference (OpenVINO\u2122 based) elements": [[187, "inference-openvino-based-elements"]], "Explicit selection": [[187, "explicit-selection"]], "Automatic selection": [[187, "automatic-selection"]], "How to Contribute": [[188, "how-to-contribute"]], "How to Create Model-proc File": [[189, "how-to-create-model-proc-file"]], "Content": [[189, "content"]], "Theory": [[189, "theory"]], "When do you need to specify model-proc file?": [[189, "when-do-you-need-to-specify-model-proc-file"]], "How to define pre-processing": [[189, "how-to-define-pre-processing"]], "Model has several input layers": [[189, "model-has-several-input-layers"]], "Model requires more advance image pre-processing algorithm then resize without aspect-ratio preservation": [[189, "model-requires-more-advance-image-pre-processing-algorithm-then-resize-without-aspect-ratio-preservation"]], "How to define post-processing": [[189, "how-to-define-post-processing"]], "Model has several output layers": [[189, "model-has-several-output-layers"]], "Output blob\u2019s shape is not appropriate for default converter": [[189, "output-blob-s-shape-is-not-appropriate-for-default-converter"]], "Need to have labels information": [[189, "need-to-have-labels-information"]], "Practice": [[189, "practice"]], "Build model-proc for classification model with advance pre-processing": [[189, "build-model-proc-for-classification-model-with-advance-pre-processing"]], "Defining \u201cinput_preproc\u201d": [[189, "defining-input-preproc"], [189, "how-to-model-proc-ex2-input-preproc"]], "Defining \u201coutput_postproc\u201d": [[189, "defining-output-postproc"], [189, "how-to-model-proc-ex2-output-postproc"]], "Result": [[189, "result"], [189, "how-to-model-proc-ex2-result"]], "Build model-proc for detection model with advance post-processing": [[189, "build-model-proc-for-detection-model-with-advance-post-processing"]], "Latency Tracer": [[190, "latency-tracer"]], "Pipeline": [[190, "pipeline"], [221, "pipeline"], [221, "pipeline-1"], [221, "pipeline-2"], [221, "pipeline-3"]], "Sample Output": [[190, "sample-output"], [190, "id1"], [190, "id2"], [190, "id3"]], "Settings Flags": [[190, "settings-flags"]], "Pipeline latency flag": [[190, "pipeline-latency-flag"]], "Element latency flag": [[190, "element-latency-flag"]], "Settings interval": [[190, "settings-interval"]], "Setting interval example": [[190, "setting-interval-example"]], "Metadata": [[191, "metadata"]], "Model Info Section": [[192, "model-info-section"]], "Model Preparation": [[193, "model-preparation"]], "1. Model file format used by OpenVINO\u2122 Toolkit": [[193, "model-file-format-used-by-openvino-toolkit"]], "2. Model pre- and post-processing": [[193, "model-pre-and-post-processing"]], "3. Specify model files in GStreamer elements": [[193, "specify-model-files-in-gstreamer-elements"]], "Model-proc File": [[194, "model-proc-file"]], "Contents": [[194, "contents"]], "Pre-processing description (input_preproc)": [[194, "pre-processing-description-input-preproc"]], "Pre-processing configuration": [[194, "pre-processing-configuration"]], "Example": [[194, "example"], [194, "output-postproc-example"]], "Post-processing description (output_postproc)": [[194, "post-processing-description-output-postproc"]], "Post-processing configuration": [[194, "post-processing-configuration"]], "Object Tracking": [[195, "object-tracking"]], "Object tracking types": [[195, "object-tracking-types"]], "Additional configuration": [[195, "additional-configuration"]], "Tracking per class": [[195, "tracking-per-class"]], "Maximum number of objects": [[195, "maximum-number-of-objects"]], "Sample": [[195, "sample"]], "How to read object unique id": [[195, "how-to-read-object-unique-id"]], "Performance considerations": [[195, "performance-considerations"]], "DeepSORT tracking": [[195, "deepsort-tracking"]], "Performance Guide": [[196, "performance-guide"]], "1. Media and AI processing (single stream)": [[196, "media-and-ai-processing-single-stream"]], "2. Multi-stage pipeline with gvadetect and gvaclassify": [[196, "multi-stage-pipeline-with-gvadetect-and-gvaclassify"]], "3. Multi-stream pipelines with single AI stage": [[196, "multi-stream-pipelines-with-single-ai-stage"]], "4. Multi-stream pipelines with multiple AI stages": [[196, "multi-stream-pipelines-with-multiple-ai-stages"]], "5. GPU device selection": [[196, "gpu-device-selection"]], "6. Using GStreamer framework compositor element for merging many video displays into single view": [[196, "using-gstreamer-framework-compositor-element-for-merging-many-video-displays-into-single-view"]], "7. The Intel\u00ae DL Streamer Pipeline Framework performance benchmark results": [[196, "the-intel-dl-streamer-pipeline-framework-performance-benchmark-results"]], "Profiling with Intel VTune\u2122": [[197, "profiling-with-intel-vtune"]], "1. Install VTune\u2122": [[197, "install-vtune"]], "2. Configure VTune\u2122 host platform, Windows-to-Linux remote profiling method": [[197, "configure-vtune-host-platform-windows-to-linux-remote-profiling-method"]], "3. Results Analysis": [[197, "results-analysis"]], "Python Bindings": [[198, "python-bindings"]], "1. GStreamer Python bindings": [[198, "gstreamer-python-bindings"]], "2. Video-analytics specific Python bindings": [[198, "video-analytics-specific-python-bindings"]], "3. gvapython element": [[198, "gvapython-element"]], "4. Performance considerations": [[198, "performance-considerations"]], "Yolo Models": [[199, "yolo-models"]], "1. Setup": [[199, "setup"]], "2. YoloV8, YoloV9, YoloV10": [[199, "yolov8-yolov9-yolov10"]], "3. YoloV7": [[199, "yolov7"]], "4. YoloV5 latest version": [[199, "yolov5-latest-version"]], "5. YoloV5 older versions": [[199, "yolov5-older-versions"]], "6. YoloX": [[199, "yolox"]], "7. Model usage": [[199, "model-usage"]], "Elements": [[200, "elements"], [221, "elements"]], "gvaattachroi": [[201, "gvaattachroi"]], "gvaaudiodetect": [[202, "gvaaudiodetect"]], "gvaclassify": [[203, "gvaclassify"]], "gvadetect": [[204, "gvadetect"]], "gvafpscounter": [[205, "gvafpscounter"]], "gvainference": [[206, "gvainference"]], "gvametaaggregate": [[207, "gvametaaggregate"]], "gvametaconvert": [[208, "gvametaconvert"]], "gvametapublish": [[209, "gvametapublish"]], "gvapython": [[210, "gvapython"]], "gvatrack": [[211, "gvatrack"]], "gvawatermark": [[212, "gvawatermark"]], "python_object_association": [[213, "python-object-association"]], "Quick Start Guide for Media Analytics on Intel\u00ae Data Center GPU Flex Series": [[214, "quick-start-guide-for-media-analytics-on-intel-data-center-gpu-flex-series"]], "Purpose": [[214, "purpose"]], "Key Implementation Details": [[214, "key-implementation-details"]], "Perform the following steps on a Linux Ubuntu 22.04 System": [[214, "perform-the-following-steps-on-a-linux-ubuntu-22-04-system"]], "Step 1: Allow connection to X server": [[214, "step-1-allow-connection-to-x-server"]], "Step 2: Launch Intel\u00ae DL Streamer Container": [[214, "step-2-launch-intel-dl-streamer-container"]], "Step 3: Download Sample Media": [[214, "step-3-download-sample-media"]], "Step 4: Download Object Detection Model": [[214, "step-4-download-object-detection-model"]], "Step 5(a): Run Object Detection Pipeline and Display Results": [[214, "step-5-a-run-object-detection-pipeline-and-display-results"]], "Step 5(b): Run Object Detection Pipeline and Save Results": [[214, "step-5-b-run-object-detection-pipeline-and-save-results"]], "Get Started": [[215, "get-started"]], "Hardware Requirements": [[216, "hardware-requirements"]], "Install Guide": [[217, "install-guide"]], "Install Guide RHEL": [[218, "install-guide-rhel"]], "Compile Intel\u00ae DL Streamer Pipeline Framework as Docker image": [[218, "compile-intel-dl-streamer-pipeline-framework-as-docker-image"]], "Step 1: Install Docker CE (if not installed)": [[218, "step-1-install-docker-ce-if-not-installed"]], "Step 2: Clone the repository": [[218, "step-2-clone-the-repository"]], "Step 3: Build Docker image": [[218, "step-3-build-docker-image"]], "Step 4: Run Docker image": [[218, "step-4-run-docker-image"]], "Next Steps": [[218, "next-steps"], [221, "next-steps"]], "Install Guide Ubuntu": [[219, "install-guide-ubuntu"]], "Prerequisites": [[219, "prerequisites"]], "Step 1: Download the prerequisites installation script": [[219, "step-1-download-the-prerequisites-installation-script"]], "Step 2: Give the script execute permission": [[219, "step-2-give-the-script-execute-permission"], [219, "id3"]], "Step 3: Execute the script and follow its instructions": [[219, "step-3-execute-the-script-and-follow-its-instructions"], [219, "id4"]], "Step 4: Further information": [[219, "step-4-further-information"]], "Option #1: Install Intel\u00ae DL Streamer Pipeline Framework from Debian packages": [[219, "option-1-install-intel-dl-streamer-pipeline-framework-from-debian-packages"]], "Step 1: Download the installation script": [[219, "step-1-download-the-installation-script"]], "Step 4: Next steps - running sample Intel\u00ae DL Streamer pipelines": [[219, "step-4-next-steps-running-sample-intel-dl-streamer-pipelines"]], "Option #2: Install Docker image from Docker Hub and run it": [[219, "option-2-install-docker-image-from-docker-hub-and-run-it"]], "Step 1: Install Docker": [[219, "step-1-install-docker"]], "Step 2: Allow connection to X server": [[219, "step-2-allow-connection-to-x-server"]], "Step 3: Pull the Intel\u00ae DL Streamer Docker image from Docker Hub": [[219, "step-3-pull-the-intel-dl-streamer-docker-image-from-docker-hub"]], "Step 4: Run Intel\u00ae DL Streamer Pipeline Framework container": [[219, "step-4-run-intel-dl-streamer-pipeline-framework-container"]], "Step 5: Next steps - running sample 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