From a60d6732f0b2e5c366c8b9014a94ace987fbfaae Mon Sep 17 00:00:00 2001
From: uye <99072975+ABA2396@users.noreply.github.com>
Date: Thu, 31 Jul 2025 19:21:20 +0800
Subject: [PATCH] =?UTF-8?q?perf:=20=E8=82=89=E9=B8=BD=E8=8A=82=E7=82=B9?=
 =?UTF-8?q?=E8=AF=86=E5=88=AB=20(#13427)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* perf: 节点统一 hsv

* perf: 普通战斗 hsv

* fix: 部分节点得分过低

* chore: 肉鸽节点不使用 colorWithClose

* chore: 调整安全屋模板

* perf: 优化绿色系识别
---
 resource/tasks/Roguelike/JieGarden.json       | 112 +++++++++++++-----
 .../JieGarden@Roguelike@StageSafeHouse.png    | Bin 10687 -> 14644 bytes
 src/MaaCore/Vision/Matcher.cpp                |  27 +++++
 tools/MaskRangeTool/main.py                   |  30 +++--
 4 files changed, 128 insertions(+), 41 deletions(-)

diff --git a/resource/tasks/Roguelike/JieGarden.json b/resource/tasks/Roguelike/JieGarden.json
index 7ef4a24029..8d6f2bd600 100644
--- a/resource/tasks/Roguelike/JieGarden.json
+++ b/resource/tasks/Roguelike/JieGarden.json
@@ -534,8 +534,15 @@
     },
     "JieGarden@Roguelike@SquadDefault": {},
     "JieGarden@Roguelike@StageBoons": {
-        "Doc": "得偿所愿",
-        "templThreshold": 0.95,
+        "Doc": "得偿所愿 绿色系",
+        "method": "HSVCount",
+        "colorWithClose": false,
+        "colorScales": [
+            [
+                [70, 0, 0], 
+                [80, 255, 170]
+            ]
+        ],
         "next": ["JieGarden@Roguelike@StageBoonsEnter", "JieGarden@Roguelike@Stages#next"]
     },
     "JieGarden@Roguelike@StageBoonsEnter": {
@@ -544,9 +551,10 @@
         "next": ["JieGarden@Roguelike@StageBoonsEnter", "JieGarden@Roguelike@StageEncounterJudgeClick"]
     },
     "JieGarden@Roguelike@StageBoskyPassage": {
-        "Doc": "思维边界",
+        "Doc": "思维边界 粉色系",
         "baseTask": "JieGarden@Roguelike@Stage",
         "method": "HSVCount",
+        "colorWithClose": false,
         "colorScales": [
             [
                 [150, 120, 50],
@@ -560,11 +568,13 @@
         "next": ["JieGarden@Roguelike@StageBoskyPassageEnter", "JieGarden@Roguelike@StageEncounterJudgeClick"]
     },
     "JieGarden@Roguelike@StageCombatDps": {
+        "Doc": "普通战斗 紫色系",
         "method": "HSVCount",
+        "colorWithClose": false,
         "colorScales": [
             [
-                [127, 80, 50],
-                [136, 200, 180]
+                [130, 0, 30],
+                [140, 170, 150]
             ]
         ],
         "postDelay": 600,
@@ -594,9 +604,16 @@
         ]
     },
     "JieGarden@Roguelike@StageConfrontation": {
-        "Doc": "狭路相逢",
+        "Doc": "狭路相逢 青色系",
         "baseTask": "JieGarden@Roguelike@Stage",
-        "templThreshold": 0.95,
+        "method": "HSVCount",
+        "colorWithClose": false,
+        "colorScales": [
+            [
+                [80, 0, 50],
+                [90, 255, 180]
+            ]
+        ],
         "next": ["JieGarden@Roguelike@StageEncounterEnter", "JieGarden@Roguelike@Stages#next"]
     },
     "JieGarden@Roguelike@StageDreadfulFoe": {
@@ -620,12 +637,17 @@
     },
     "JieGarden@Roguelike@StageDreadfulFoeEnter": {},
     "JieGarden@Roguelike@StageEmergencyDps": {
-        "templThreshold": 0.95,
+        "Doc": "困难战斗 红色系",
         "method": "HSVCount",
+        "colorWithClose": false,
         "colorScales": [
             [
-                [0, 31, 51],
-                [179, 233, 226]
+                [0, 150, 50],
+                [10, 200, 210]
+            ],
+            [
+                [170, 150, 50],
+                [180, 200, 210]
             ]
         ],
         "postDelay": 600,
@@ -637,19 +659,28 @@
     },
     "JieGarden@Roguelike@StageEmergencyDpsEnter": {},
     "JieGarden@Roguelike@StageEmergencyTransportation": {
-        "Doc": "先行一步，拒绝可以获取2希望",
+        "Doc": "先行一步，拒绝可以获取2希望 青色系",
         "baseTask": "JieGarden@Roguelike@Stage",
         "method": "HSVCount",
+        "colorWithClose": false,
         "colorScales": [
             [
-                [15, 1, 93],
-                [93, 129, 141]
+                [80, 0, 50],
+                [90, 255, 180]
             ]
         ],
         "next": ["JieGarden@Roguelike@StageEncounterEnter", "JieGarden@Roguelike@Stages#next"]
     },
     "JieGarden@Roguelike@StageEncounter": {
-        "templThreshold": 0.96
+        "Doc": "不期而遇 青色系",
+        "method": "HSVCount",
+        "colorWithClose": false,
+        "colorScales": [
+            [
+                [80, 0, 50],
+                [90, 255, 180]
+            ]
+        ]
     },
     "JieGarden@Roguelike@StageEncounterDrawCopperResult": {
         "Docs": "某些事件需要投钱来判断结果，这里要点一下投钱结果页面的对号",
@@ -697,9 +728,16 @@
         "specificRect": [1100, 558, 111, 50]
     },
     "JieGarden@Roguelike@StageGuidance": {
-        "Doc": "指点迷津",
+        "Doc": "指点迷津 粉色系",
         "baseTask": "JieGarden@Roguelike@Stage",
-        "templThreshold": 0.97,
+        "method": "HSVCount",
+        "colorWithClose": false,
+        "colorScales": [
+            [
+                [150, 120, 50],
+                [180, 200, 200]
+            ]
+        ],
         "next": ["JieGarden@Roguelike@StageGuidanceEnter", "JieGarden@Roguelike@Stages#next"]
     },
     "JieGarden@Roguelike@StageGuidanceEnter": {
@@ -708,19 +746,28 @@
         "next": ["JieGarden@Roguelike@StageGuidanceEnter", "JieGarden@Roguelike@StageEncounterJudgeClick"]
     },
     "JieGarden@Roguelike@StageProphecy": {
-        "Doc": "命运所指",
+        "Doc": "命运所指 青色系",
         "baseTask": "JieGarden@Roguelike@Stage",
         "method": "HSVCount",
+        "colorWithClose": false,
         "colorScales": [
             [
-                [18, 1, 94],
-                [93, 173, 109]
+                [80, 0, 50],
+                [90, 255, 180]
             ]
         ],
         "next": ["JieGarden@Roguelike@StageEncounterEnter", "JieGarden@Roguelike@Stages#next"]
     },
     "JieGarden@Roguelike@StageSafeHouse": {
-        "templThreshold": 0.95
+        "Doc": "安全屋 淡青色",
+        "method": "HSVCount",
+        "colorWithClose": false,
+        "colorScales": [
+            [
+                [90, 60, 90],
+                [95, 255, 180]
+            ]
+        ]
     },
     "JieGarden@Roguelike@StageSafeHouseEnter": {
         "next": ["JieGarden@Roguelike@StageSafeHouseEnter", "JieGarden@Roguelike@StageEncounterJudgeClick"]
@@ -735,7 +782,15 @@
         "next": ["JieGarden@Roguelike@StageEncounterOption#next"]
     },
     "JieGarden@Roguelike@StageTrader": {
-        "templThreshold": 0.95
+        "Doc": "商店 绿色系",
+        "method": "HSVCount",
+        "colorWithClose": false,
+        "colorScales": [
+            [
+                [70, 0, 0], 
+                [80, 255, 170]
+            ]
+        ]
     },
     "JieGarden@Roguelike@StageTraderEnter": {
         "next": [
@@ -764,21 +819,14 @@
         "exceededNext": ["JieGarden@Roguelike@ExitThenAbandon"]
     },
     "JieGarden@Roguelike@StageWindAndRain": {
-        "Doc": "失与得",
+        "Doc": "失与得 青色系",
         "baseTask": "JieGarden@Roguelike@Stage",
         "method": "HSVCount",
+        "colorWithClose": false,
         "colorScales": [
             [
-                [18, 130, 155],
-                [20, 180, 180]
-            ],
-            [
-                [15, 130, 160],
-                [16, 150, 220]
-            ],
-            [
-                [15, 40, 85],
-                [95, 120, 110]
+                [80, 0, 50],
+                [90, 255, 180]
             ]
         ],
         "next": ["JieGarden@Roguelike@StageEncounterEnter", "JieGarden@Roguelike@Stages#next"]
diff --git a/resource/template/Roguelike/JieGarden/JieGarden@Roguelike@StageSafeHouse.png b/resource/template/Roguelike/JieGarden/JieGarden@Roguelike@StageSafeHouse.png
index 2fd990f3aeddf09a44dd0523552b8e7705f7caaf..df6c82b496aa3538d7aa7b2fb7df857d36c54bed 100644
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diff --git a/src/MaaCore/Vision/Matcher.cpp b/src/MaaCore/Vision/Matcher.cpp
index b6773be021..0ff694494d 100644
--- a/src/MaaCore/Vision/Matcher.cpp
+++ b/src/MaaCore/Vision/Matcher.cpp
@@ -4,6 +4,7 @@
 
 #include "Config/TaskData.h"
 #include "Config/TemplResource.h"
+#include "Utils/ImageIo.hpp"
 #include "Utils/Logger.hpp"
 #include "Utils/StringMisc.hpp"
 
@@ -38,6 +39,32 @@ Matcher::ResultOpt Matcher::analyze() const
             continue;
         }
 
+#ifdef ASST_DEBUG
+        if (!m_params.methods.empty() && m_params.methods[0] == MatchMethod::HSVCount) {
+            const cv::Rect expanded_roi(
+                std::max(rect.x - 200, 0),
+                std::max(rect.y - 50, 0),
+                std::min(rect.width + 400, m_image.cols - std::max(rect.x - 200, 0)),
+                std::min(rect.height + 100, m_image.rows - std::max(rect.y - 50, 0)));
+            cv::Mat cropped = m_image(expanded_roi);
+            const cv::Rect roi_in_cropped(rect.x - expanded_roi.x, rect.y - expanded_roi.y, rect.width, rect.height);
+            cv::rectangle(cropped, roi_in_cropped, cv::Scalar(0, 0, 255), 2);
+            const std::string name = std::filesystem::path(templ_name).stem().string();
+            const std::string text = name + " " + std::to_string(max_val);
+            const cv::Size text_size = cv::getTextSize(text, cv::FONT_HERSHEY_SIMPLEX, 0.5, 1, nullptr);
+            const cv::Point text_pos(
+                std::max(roi_in_cropped.x + roi_in_cropped.width / 2 - text_size.width / 2, 0),
+                std::max(roi_in_cropped.y - 5, text_size.height));
+            cv::putText(cropped, text, text_pos, cv::FONT_HERSHEY_SIMPLEX, 0.5, cv::Scalar(0, 0, 255), 1);
+
+            const static std::vector<int> jpeg_params = { cv::IMWRITE_JPEG_QUALITY, 95, cv::IMWRITE_JPEG_OPTIMIZE, 1 };
+            asst::imwrite(
+                utils::path("debug/hsv/" + text + "_" + utils::get_time_filestem() + ".jpg"),
+                cropped,
+                jpeg_params);
+        }
+#endif
+
         // FIXME: 老接口太难重构了，先弄个这玩意兼容下，后续慢慢全删掉
         m_result.rect = rect;
         m_result.score = max_val;
diff --git a/tools/MaskRangeTool/main.py b/tools/MaskRangeTool/main.py
index 99d0c00786..e89ad94a05 100644
--- a/tools/MaskRangeTool/main.py
+++ b/tools/MaskRangeTool/main.py
@@ -16,24 +16,36 @@ if __name__ == '__main__':
     rgb_base_mask_range_ignore_dark = [[[20, 20, 20], [255, 255, 255]]] # 忽略暗色背景
 
     # 自动判断图片的合适 mask_ranges
-    # image = cv2.imread(str(maa_dir / "resource" / "template" / "StartToVisit.png"))
+    # image = cv2.imread(str(maa_dir / "resource" / "template" / "Roguelike" / "JieGarden" / "JieGarden@Roguelike@StageConfrontation.png"))
     # generate_mask_ranges(image, 'luv', luv_base_mask_range_ignore_light_dark)
     # generate_mask_ranges(image, 'hsv', hsv_base_mask_range_ignore_dark)
     # generate_mask_ranges(image, 'rgb', rgb_base_mask_range_ignore_dark)
 
     # 在给定的 mask_ranges 下展示一张图
-    image = cv2.imread(str(maa_dir / "resource" / "template" / "StartToVisit.png"))
-    mask_ranges = [[[250, 250, 250], [255, 255, 255]]]
-    show_image_mask(image, calc_mask_from_ranges(image, mask_ranges, 'rgb', True), 'rgb')
+    image = cv2.imread(str(maa_dir / "resource" / "template" / "Roguelike" / "JieGarden" / "JieGarden@Roguelike@StageBoons.png"))
+    mask_ranges = [
+            [
+                [70, 0, 0], 
+                [80, 255, 170]
+            ]
+        ]
+
+    show_image_mask(image, calc_mask_from_ranges(image, mask_ranges, 'hsv', False), 'hsv')
     # mask_ranges = [[[93, 81, 130], [102, 97, 142]], [[128, 100, 164], [134, 110, 169]], [[95, 85, 145], [105, 95, 155]]]
     # show_image_mask(image, calc_mask_from_ranges(image, mask_ranges, 'luv', True), 'luv')
 
     # 在给定的 mask_ranges 下比较两张图
-    image1 = cv2.imread(str(maa_dir / "resource" / "template" / "StartToVisit.png"))
-    image2 = cv2.imread(str(maa_dir / "resource" / "template" / "StartToVisitDetermine.png"))
-    mask_ranges = [[[250, 250, 250], [255, 255, 255]]]
-    compare_2_image_with_mask_ranges(image1, image2, mask_ranges, "rgb")
-    compare_2_image_with_mask_ranges(image1, image2, mask_ranges, "rgb", True)
+    image1 = cv2.imread(str(maa_dir / "resource" / "template" / "Roguelike" / "JieGarden" / "JieGarden@Roguelike@StageSafeHouse.png"))
+    image2 = cv2.imread(str(maa_dir / "resource" / "template" / "Roguelike" / "JieGarden" / "JieGarden@Roguelike@StageConfrontation.png"))
+    mask_ranges = [
+            [
+                [85, 0, 60],
+                [95, 240, 240]
+            ]
+        ]
+
+    # compare_2_image_with_mask_ranges(image1, image2, mask_ranges, "hsv")
+    # compare_2_image_with_mask_ranges(image1, image2, mask_ranges, "hsv", True)
     # mask_ranges = [[[93, 81, 125], [102, 97, 150]], [[95, 85, 145], [105, 95, 155]]]
     # compare_2_image_with_mask_ranges(image1, image2, mask_ranges, "luv")
     # compare_2_image_with_mask_ranges(image1, image2, mask_ranges, "luv", True)