Project import generated by Copybara.

GitOrigin-RevId: 6f964e58d874e47fb6207aa97d060a4cd6428527

mediapipe/graphs/face_detection/face_detection_desktop_live.pbtxt

@@ -177,8 +177,8 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:throttled_input_video"
+  input_stream: "IMAGE:throttled_input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }
 

mediapipe/graphs/face_detection/face_detection_mobile_cpu.pbtxt

@@ -188,9 +188,9 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_video_cpu"
+  input_stream: "IMAGE:input_video_cpu"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video_cpu"
+  output_stream: "IMAGE:output_video_cpu"
 }
 
 # Transfers the annotated image from CPU back to GPU memory, to be sent out of

mediapipe/graphs/face_detection/face_detection_mobile_gpu.pbtxt

@@ -178,7 +178,7 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME_GPU:throttled_input_video"
+  input_stream: "IMAGE_GPU:throttled_input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME_GPU:output_video"
+  output_stream: "IMAGE_GPU:output_video"
 }

mediapipe/graphs/hand_tracking/BUILD

@@ -21,6 +21,10 @@ licenses(["notice"])  # Apache 2.0
 
 package(default_visibility = ["//visibility:public"])
 
+exports_files(glob([
+    "*.pbtxt",
+]))
+
 cc_library(
     name = "desktop_offline_calculators",
     deps = [

mediapipe/graphs/hand_tracking/hand_detection_desktop.pbtxt

@@ -41,9 +41,9 @@ node {
 # the graph.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_video"
+  input_stream: "IMAGE:input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }
 
 # Encodes the annotated images into a video file, adopting properties specified

mediapipe/graphs/hand_tracking/hand_detection_desktop_live.pbtxt

@@ -32,7 +32,7 @@ node {
 # the graph.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_video"
+  input_stream: "IMAGE:input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }

mediapipe/graphs/hand_tracking/hand_detection_mobile.pbtxt

@@ -66,8 +66,8 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME_GPU:throttled_input_video"
+  input_stream: "IMAGE_GPU:throttled_input_video"
   input_stream: "detection_render_data"
   input_stream: "rect_render_data"
-  output_stream: "OUTPUT_FRAME_GPU:output_video"
+  output_stream: "IMAGE_GPU:output_video"
 }

mediapipe/graphs/hand_tracking/subgraphs/hand_landmark_cpu.pbtxt

@@ -14,6 +14,11 @@ node {
   input_stream: "IMAGE:input_video"
   input_stream: "NORM_RECT:hand_rect"
   output_stream: "IMAGE:hand_image"
+  node_options: {
+    [type.googleapis.com/mediapipe.ImageCroppingCalculatorOptions] {
+      border_mode: BORDER_REPLICATE
+    }
+  }
 }
 
 # Transforms the input image on CPU to a 256x256 image. To scale the input
@@ -33,13 +38,9 @@ node: {
   }
 }
 
-# Converts the transformed input image on GPU into an image tensor stored in
-# tflite::gpu::GlBuffer. The zero_center option is set to true to normalize the
-# pixel values to [-1.f, 1.f] as opposed to [0.f, 1.f]. The flip_vertically
-# option is set to true to account for the descrepancy between the
-# representation of the input image (origin at the bottom-left corner, the
-# OpenGL convention) and what the model used in this graph is expecting (origin
-# at the top-left corner).
+# Converts the transformed input image on CPU into an image tensor stored in
+# TfliteTensor. The zero_center option is set to false to normalize the
+# pixel values to [0.f, 1.f].
 node {
   calculator: "TfLiteConverterCalculator"
   input_stream: "IMAGE:transformed_input_video"

mediapipe/graphs/hand_tracking/subgraphs/hand_landmark_gpu.pbtxt

@@ -14,6 +14,11 @@ node {
   input_stream: "IMAGE_GPU:input_video"
   input_stream: "NORM_RECT:hand_rect"
   output_stream: "IMAGE_GPU:hand_image"
+  node_options: {
+    [type.googleapis.com/mediapipe.ImageCroppingCalculatorOptions] {
+      border_mode: BORDER_REPLICATE
+    }
+  }
 }
 
 # Transforms the input image on GPU to a 256x256 image. To scale the input

mediapipe/graphs/hand_tracking/subgraphs/multi_hand_renderer_cpu.pbtxt

@@ -135,10 +135,10 @@ node {
 # a vector of RenderData objects and draws each of them on the input frame.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_image"
+  input_stream: "IMAGE:input_image"
   input_stream: "detection_render_data"
   input_stream: "multi_hand_rects_render_data"
   input_stream: "multi_palm_rects_render_data"
   input_stream: "VECTOR:0:multi_hand_landmarks_render_data"
-  output_stream: "OUTPUT_FRAME:output_image"
+  output_stream: "IMAGE:output_image"
 }

mediapipe/graphs/hand_tracking/subgraphs/multi_hand_renderer_gpu.pbtxt

@@ -135,10 +135,10 @@ node {
 # a vector of RenderData objects and draws each of them on the input frame.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME_GPU:input_image"
+  input_stream: "IMAGE_GPU:input_image"
   input_stream: "detection_render_data"
   input_stream: "multi_hand_rects_render_data"
   input_stream: "multi_palm_rects_render_data"
   input_stream: "VECTOR:0:multi_hand_landmarks_render_data"
-  output_stream: "OUTPUT_FRAME_GPU:output_image"
+  output_stream: "IMAGE_GPU:output_image"
 }

mediapipe/graphs/hand_tracking/subgraphs/renderer_cpu.pbtxt

@@ -94,9 +94,9 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_image"
+  input_stream: "IMAGE:input_image"
   input_stream: "detection_render_data"
   input_stream: "landmark_render_data"
   input_stream: "rect_render_data"
-  output_stream: "OUTPUT_FRAME:output_image"
+  output_stream: "IMAGE:output_image"
 }

mediapipe/graphs/hand_tracking/subgraphs/renderer_gpu.pbtxt

@@ -94,9 +94,9 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME_GPU:input_image"
+  input_stream: "IMAGE_GPU:input_image"
   input_stream: "detection_render_data"
   input_stream: "landmark_render_data"
   input_stream: "rect_render_data"
-  output_stream: "OUTPUT_FRAME_GPU:output_image"
+  output_stream: "IMAGE_GPU:output_image"
 }

mediapipe/graphs/object_detection/object_detection_desktop_live.pbtxt

@@ -168,7 +168,7 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:throttled_input_video"
+  input_stream: "IMAGE:throttled_input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }

mediapipe/graphs/object_detection/object_detection_desktop_tensorflow_graph.pbtxt

@@ -109,9 +109,9 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_video"
+  input_stream: "IMAGE:input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }
 
 # Encodes the annotated images into a video file, adopting properties specified

mediapipe/graphs/object_detection/object_detection_desktop_tflite_graph.pbtxt

@@ -159,9 +159,9 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_video"
+  input_stream: "IMAGE:input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }
 
 # Encodes the annotated images into a video file, adopting properties specified

mediapipe/graphs/object_detection/object_detection_mobile_cpu.pbtxt

@@ -179,9 +179,9 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:throttled_input_video_cpu"
+  input_stream: "IMAGE:throttled_input_video_cpu"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME:output_video_cpu"
+  output_stream: "IMAGE:output_video_cpu"
 }
 
 # Transfers the annotated image from CPU back to GPU memory, to be sent out of

mediapipe/graphs/object_detection/object_detection_mobile_gpu.pbtxt

@@ -169,7 +169,7 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME_GPU:throttled_input_video"
+  input_stream: "IMAGE_GPU:throttled_input_video"
   input_stream: "render_data"
-  output_stream: "OUTPUT_FRAME_GPU:output_video"
+  output_stream: "IMAGE_GPU:output_video"
 }

mediapipe/graphs/tracking/subgraphs/renderer_cpu.pbtxt

@@ -23,7 +23,7 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_image"
+  input_stream: "IMAGE:input_image"
   input_stream: "detections_render_data"
-  output_stream: "OUTPUT_FRAME:output_image"
+  output_stream: "IMAGE:output_image"
 }

mediapipe/graphs/tracking/subgraphs/renderer_gpu.pbtxt

@@ -23,7 +23,7 @@ node {
 # Draws annotations and overlays them on top of the input images.
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME_GPU:input_image"
+  input_stream: "IMAGE_GPU:input_image"
   input_stream: "detections_render_data"
-  output_stream: "OUTPUT_FRAME_GPU:output_image"
+  output_stream: "IMAGE_GPU:output_image"
 }

mediapipe/graphs/youtube8m/local_video_model_inference.pbtxt

@@ -158,9 +158,9 @@ node {
 
 node {
   calculator: "AnnotationOverlayCalculator"
-  input_stream: "INPUT_FRAME:input_video"
+  input_stream: "IMAGE:input_video"
   input_stream: "synchronized_render_data"
-  output_stream: "OUTPUT_FRAME:output_video"
+  output_stream: "IMAGE:output_video"
 }
 
 node {