generated ObjectDetection related protos for tf.models.

Author: Oceania2018

TensorFlow.NET.sln

@@ -21,6 +21,8 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowDatasets", "src\T
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowNET.Examples.GPU", "test\TensorFlowNET.Examples\TensorFlowNET.Examples.GPU.csproj", "{6F6B3382-8F87-4CD9-BF87-C81D5405685A}"
 EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowNET.Models", "src\TensorFlowNET.Models\TensorFlowNET.Models.csproj", "{D03F94CF-B283-4730-B177-21A57641061F}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -63,6 +65,10 @@ Global
 		{6F6B3382-8F87-4CD9-BF87-C81D5405685A}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{6F6B3382-8F87-4CD9-BF87-C81D5405685A}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{6F6B3382-8F87-4CD9-BF87-C81D5405685A}.Release|Any CPU.Build.0 = Release|Any CPU
+		{D03F94CF-B283-4730-B177-21A57641061F}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{D03F94CF-B283-4730-B177-21A57641061F}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{D03F94CF-B283-4730-B177-21A57641061F}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{D03F94CF-B283-4730-B177-21A57641061F}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE

src/TensorFlowNET.Models/ObjectDetection/Protos/AnchorGenerator.cs

@@ -0,0 +1,343 @@
+// <auto-generated>
+//     Generated by the protocol buffer compiler.  DO NOT EDIT!
+//     source: object_detection/protos/argmax_matcher.proto
+// </auto-generated>
+#pragma warning disable 1591, 0612, 3021
+#region Designer generated code
+
+using pb = global::Google.Protobuf;
+using pbc = global::Google.Protobuf.Collections;
+using pbr = global::Google.Protobuf.Reflection;
+using scg = global::System.Collections.Generic;
+namespace Tensorflow.Models.ObjectDetection.Protos {
+
+  /// <summary>Holder for reflection information generated from object_detection/protos/argmax_matcher.proto</summary>
+  public static partial class ArgmaxMatcherReflection {
+
+    #region Descriptor
+    /// <summary>File descriptor for object_detection/protos/argmax_matcher.proto</summary>
+    public static pbr::FileDescriptor Descriptor {
+      get { return descriptor; }
+    }
+    private static pbr::FileDescriptor descriptor;
+
+    static ArgmaxMatcherReflection() {
+      byte[] descriptorData = global::System.Convert.FromBase64String(
+          string.Concat(
+            "CixvYmplY3RfZGV0ZWN0aW9uL3Byb3Rvcy9hcmdtYXhfbWF0Y2hlci5wcm90",
+            "bxIXb2JqZWN0X2RldGVjdGlvbi5wcm90b3MixwEKDUFyZ01heE1hdGNoZXIS",
+            "GQoRbWF0Y2hlZF90aHJlc2hvbGQYASABKAISGwoTdW5tYXRjaGVkX3RocmVz",
+            "aG9sZBgCIAEoAhIZChFpZ25vcmVfdGhyZXNob2xkcxgDIAEoCBImCh5uZWdh",
+            "dGl2ZXNfbG93ZXJfdGhhbl91bm1hdGNoZWQYBCABKAgSIAoYZm9yY2VfbWF0",
+            "Y2hfZm9yX2VhY2hfcm93GAUgASgIEhkKEXVzZV9tYXRtdWxfZ2F0aGVyGAYg",
+            "ASgIYgZwcm90bzM="));
+      descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,
+          new pbr::FileDescriptor[] { },
+          new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] {
+            new pbr::GeneratedClrTypeInfo(typeof(global::Tensorflow.Models.ObjectDetection.Protos.ArgMaxMatcher), global::Tensorflow.Models.ObjectDetection.Protos.ArgMaxMatcher.Parser, new[]{ "MatchedThreshold", "UnmatchedThreshold", "IgnoreThresholds", "NegativesLowerThanUnmatched", "ForceMatchForEachRow", "UseMatmulGather" }, null, null, null)
+          }));
+    }
+    #endregion
+
+  }
+  #region Messages
+  /// <summary>
+  /// Configuration proto for ArgMaxMatcher. See
+  /// matchers/argmax_matcher.py for details.
+  /// </summary>
+  public sealed partial class ArgMaxMatcher : pb::IMessage<ArgMaxMatcher> {
+    private static readonly pb::MessageParser<ArgMaxMatcher> _parser = new pb::MessageParser<ArgMaxMatcher>(() => new ArgMaxMatcher());
+    private pb::UnknownFieldSet _unknownFields;
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public static pb::MessageParser<ArgMaxMatcher> Parser { get { return _parser; } }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public static pbr::MessageDescriptor Descriptor {
+      get { return global::Tensorflow.Models.ObjectDetection.Protos.ArgmaxMatcherReflection.Descriptor.MessageTypes[0]; }
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    pbr::MessageDescriptor pb::IMessage.Descriptor {
+      get { return Descriptor; }
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public ArgMaxMatcher() {
+      OnConstruction();
+    }
+
+    partial void OnConstruction();
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public ArgMaxMatcher(ArgMaxMatcher other) : this() {
+      matchedThreshold_ = other.matchedThreshold_;
+      unmatchedThreshold_ = other.unmatchedThreshold_;
+      ignoreThresholds_ = other.ignoreThresholds_;
+      negativesLowerThanUnmatched_ = other.negativesLowerThanUnmatched_;
+      forceMatchForEachRow_ = other.forceMatchForEachRow_;
+      useMatmulGather_ = other.useMatmulGather_;
+      _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields);
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public ArgMaxMatcher Clone() {
+      return new ArgMaxMatcher(this);
+    }
+
+    /// <summary>Field number for the "matched_threshold" field.</summary>
+    public const int MatchedThresholdFieldNumber = 1;
+    private float matchedThreshold_;
+    /// <summary>
+    /// Threshold for positive matches.
+    /// </summary>
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public float MatchedThreshold {
+      get { return matchedThreshold_; }
+      set {
+        matchedThreshold_ = value;
+      }
+    }
+
+    /// <summary>Field number for the "unmatched_threshold" field.</summary>
+    public const int UnmatchedThresholdFieldNumber = 2;
+    private float unmatchedThreshold_;
+    /// <summary>
+    /// Threshold for negative matches.
+    /// </summary>
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public float UnmatchedThreshold {
+      get { return unmatchedThreshold_; }
+      set {
+        unmatchedThreshold_ = value;
+      }
+    }
+
+    /// <summary>Field number for the "ignore_thresholds" field.</summary>
+    public const int IgnoreThresholdsFieldNumber = 3;
+    private bool ignoreThresholds_;
+    /// <summary>
+    /// Whether to construct ArgMaxMatcher without thresholds.
+    /// </summary>
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public bool IgnoreThresholds {
+      get { return ignoreThresholds_; }
+      set {
+        ignoreThresholds_ = value;
+      }
+    }
+
+    /// <summary>Field number for the "negatives_lower_than_unmatched" field.</summary>
+    public const int NegativesLowerThanUnmatchedFieldNumber = 4;
+    private bool negativesLowerThanUnmatched_;
+    /// <summary>
+    /// If True then negative matches are the ones below the unmatched_threshold,
+    /// whereas ignored matches are in between the matched and umatched
+    /// threshold. If False, then negative matches are in between the matched
+    /// and unmatched threshold, and everything lower than unmatched is ignored.
+    /// </summary>
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public bool NegativesLowerThanUnmatched {
+      get { return negativesLowerThanUnmatched_; }
+      set {
+        negativesLowerThanUnmatched_ = value;
+      }
+    }
+
+    /// <summary>Field number for the "force_match_for_each_row" field.</summary>
+    public const int ForceMatchForEachRowFieldNumber = 5;
+    private bool forceMatchForEachRow_;
+    /// <summary>
+    /// Whether to ensure each row is matched to at least one column.
+    /// </summary>
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public bool ForceMatchForEachRow {
+      get { return forceMatchForEachRow_; }
+      set {
+        forceMatchForEachRow_ = value;
+      }
+    }
+
+    /// <summary>Field number for the "use_matmul_gather" field.</summary>
+    public const int UseMatmulGatherFieldNumber = 6;
+    private bool useMatmulGather_;
+    /// <summary>
+    /// Force constructed match objects to use matrix multiplication based gather
+    /// instead of standard tf.gather
+    /// </summary>
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public bool UseMatmulGather {
+      get { return useMatmulGather_; }
+      set {
+        useMatmulGather_ = value;
+      }
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public override bool Equals(object other) {
+      return Equals(other as ArgMaxMatcher);
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public bool Equals(ArgMaxMatcher other) {
+      if (ReferenceEquals(other, null)) {
+        return false;
+      }
+      if (ReferenceEquals(other, this)) {
+        return true;
+      }
+      if (!pbc::ProtobufEqualityComparers.BitwiseSingleEqualityComparer.Equals(MatchedThreshold, other.MatchedThreshold)) return false;
+      if (!pbc::ProtobufEqualityComparers.BitwiseSingleEqualityComparer.Equals(UnmatchedThreshold, other.UnmatchedThreshold)) return false;
+      if (IgnoreThresholds != other.IgnoreThresholds) return false;
+      if (NegativesLowerThanUnmatched != other.NegativesLowerThanUnmatched) return false;
+      if (ForceMatchForEachRow != other.ForceMatchForEachRow) return false;
+      if (UseMatmulGather != other.UseMatmulGather) return false;
+      return Equals(_unknownFields, other._unknownFields);
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public override int GetHashCode() {
+      int hash = 1;
+      if (MatchedThreshold != 0F) hash ^= pbc::ProtobufEqualityComparers.BitwiseSingleEqualityComparer.GetHashCode(MatchedThreshold);
+      if (UnmatchedThreshold != 0F) hash ^= pbc::ProtobufEqualityComparers.BitwiseSingleEqualityComparer.GetHashCode(UnmatchedThreshold);
+      if (IgnoreThresholds != false) hash ^= IgnoreThresholds.GetHashCode();
+      if (NegativesLowerThanUnmatched != false) hash ^= NegativesLowerThanUnmatched.GetHashCode();
+      if (ForceMatchForEachRow != false) hash ^= ForceMatchForEachRow.GetHashCode();
+      if (UseMatmulGather != false) hash ^= UseMatmulGather.GetHashCode();
+      if (_unknownFields != null) {
+        hash ^= _unknownFields.GetHashCode();
+      }
+      return hash;
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public override string ToString() {
+      return pb::JsonFormatter.ToDiagnosticString(this);
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public void WriteTo(pb::CodedOutputStream output) {
+      if (MatchedThreshold != 0F) {
+        output.WriteRawTag(13);
+        output.WriteFloat(MatchedThreshold);
+      }
+      if (UnmatchedThreshold != 0F) {
+        output.WriteRawTag(21);
+        output.WriteFloat(UnmatchedThreshold);
+      }
+      if (IgnoreThresholds != false) {
+        output.WriteRawTag(24);
+        output.WriteBool(IgnoreThresholds);
+      }
+      if (NegativesLowerThanUnmatched != false) {
+        output.WriteRawTag(32);
+        output.WriteBool(NegativesLowerThanUnmatched);
+      }
+      if (ForceMatchForEachRow != false) {
+        output.WriteRawTag(40);
+        output.WriteBool(ForceMatchForEachRow);
+      }
+      if (UseMatmulGather != false) {
+        output.WriteRawTag(48);
+        output.WriteBool(UseMatmulGather);
+      }
+      if (_unknownFields != null) {
+        _unknownFields.WriteTo(output);
+      }
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public int CalculateSize() {
+      int size = 0;
+      if (MatchedThreshold != 0F) {
+        size += 1 + 4;
+      }
+      if (UnmatchedThreshold != 0F) {
+        size += 1 + 4;
+      }
+      if (IgnoreThresholds != false) {
+        size += 1 + 1;
+      }
+      if (NegativesLowerThanUnmatched != false) {
+        size += 1 + 1;
+      }
+      if (ForceMatchForEachRow != false) {
+        size += 1 + 1;
+      }
+      if (UseMatmulGather != false) {
+        size += 1 + 1;
+      }
+      if (_unknownFields != null) {
+        size += _unknownFields.CalculateSize();
+      }
+      return size;
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public void MergeFrom(ArgMaxMatcher other) {
+      if (other == null) {
+        return;
+      }
+      if (other.MatchedThreshold != 0F) {
+        MatchedThreshold = other.MatchedThreshold;
+      }
+      if (other.UnmatchedThreshold != 0F) {
+        UnmatchedThreshold = other.UnmatchedThreshold;
+      }
+      if (other.IgnoreThresholds != false) {
+        IgnoreThresholds = other.IgnoreThresholds;
+      }
+      if (other.NegativesLowerThanUnmatched != false) {
+        NegativesLowerThanUnmatched = other.NegativesLowerThanUnmatched;
+      }
+      if (other.ForceMatchForEachRow != false) {
+        ForceMatchForEachRow = other.ForceMatchForEachRow;
+      }
+      if (other.UseMatmulGather != false) {
+        UseMatmulGather = other.UseMatmulGather;
+      }
+      _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields);
+    }
+
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    public void MergeFrom(pb::CodedInputStream input) {
+      uint tag;
+      while ((tag = input.ReadTag()) != 0) {
+        switch(tag) {
+          default:
+            _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input);
+            break;
+          case 13: {
+            MatchedThreshold = input.ReadFloat();
+            break;
+          }
+          case 21: {
+            UnmatchedThreshold = input.ReadFloat();
+            break;
+          }
+          case 24: {
+            IgnoreThresholds = input.ReadBool();
+            break;
+          }
+          case 32: {
+            NegativesLowerThanUnmatched = input.ReadBool();
+            break;
+          }
+          case 40: {
+            ForceMatchForEachRow = input.ReadBool();
+            break;
+          }
+          case 48: {
+            UseMatmulGather = input.ReadBool();
+            break;
+          }
+        }
+      }
+    }
+
+  }
+
+  #endregion
+
+}
+
+#endregion Designer generated code