[runtime_image] Add esp-dsp dependency for JPEGDEC SIMD on ESP32 (#14840)

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: pre-commit-ci-lite[bot] <117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>

esphome/components/runtime_image/__init__.py

@@ -11,6 +11,7 @@ from esphome.components.image import (
 )
 import esphome.config_validation as cv
 from esphome.const import CONF_FORMAT, CONF_ID, CONF_RESIZE, CONF_TYPE
+from esphome.core import CORE
 
 AUTO_LOAD = ["image"]
 CODEOWNERS = ["@guillempages", "@clydebarrow", "@kahrendt"]
@@ -75,6 +76,13 @@ class JPEGFormat(Format):
     def actions(self) -> None:
         cg.add_define("USE_RUNTIME_IMAGE_JPEG")
         cg.add_library("JPEGDEC", "1.8.4", "https://github.com/bitbank2/JPEGDEC#1.8.4")
+        if CORE.is_esp32:
+            from esphome.components.esp32 import add_idf_component
+
+            # JPEGDEC uses ESP32-S3 SIMD optimizations (guarded by board-level
+            # ARDUINO_ESP32S3_DEV define) that require esp-dsp headers.
+            # On Arduino this overwrites the stub; on IDF it adds the component.
+            add_idf_component(name="espressif/esp-dsp", ref="1.7.1")
 
 
 class PNGFormat(Format):

esphome/idf_component.yml

@@ -5,6 +5,8 @@ dependencies:
     version: 2.0.3
   esphome/micro-opus:
     version: 0.3.5
+  espressif/esp-dsp:
+    version: "1.7.1"
   espressif/esp-tflite-micro:
     version: 1.3.3~1
   espressif/esp32-camera:

tests/components/online_image/test.esp32-s3-ard.yaml

@@ -0,0 +1,19 @@
+packages:
+  spi: !include ../../test_build_components/common/spi/esp32-s3-ard.yaml
+
+<<: !include common.yaml
+
+http_request:
+
+display:
+  - platform: ili9xxx
+    spi_id: spi_bus
+    id: main_lcd
+    model: ili9342
+    cs_pin: 20
+    dc_pin: 13
+    reset_pin: 21
+    invert_colors: true
+    lambda: |-
+      it.fill(Color(0, 0, 0));
+      it.image(0, 0, id(online_rgba_image));

tests/components/online_image/test.esp32-s3-idf.yaml

@@ -0,0 +1,19 @@
+packages:
+  spi: !include ../../test_build_components/common/spi/esp32-s3-idf.yaml
+
+<<: !include common.yaml
+
+http_request:
+
+display:
+  - platform: ili9xxx
+    spi_id: spi_bus
+    id: main_lcd
+    model: ili9342
+    cs_pin: 20
+    dc_pin: 13
+    reset_pin: 21
+    invert_colors: true
+    lambda: |-
+      it.fill(Color(0, 0, 0));
+      it.image(0, 0, id(online_rgba_image));