From 4ed05e76fd50755351a0bbcf4ab5a01bc7adc3f6 Mon Sep 17 00:00:00 2001
From: LinasKo <linkondrackis@gmail.com>
Date: Thu, 7 Nov 2024 20:58:18 +0200
Subject: [PATCH] Add example images for metrics

---
 supervision/metrics/f1_score.py               | 4 ++++
 supervision/metrics/mean_average_precision.py | 4 ++++
 supervision/metrics/precision.py              | 4 ++++
 supervision/metrics/recall.py                 | 4 ++++
 4 files changed, 16 insertions(+)

diff --git a/supervision/metrics/f1_score.py b/supervision/metrics/f1_score.py
index cc8c87a2..e53c1752 100644
--- a/supervision/metrics/f1_score.py
+++ b/supervision/metrics/f1_score.py
@@ -51,6 +51,10 @@ class F1Score(Metric):
         print(f1_result.f1_50)
         print(f1_result.small_objects.f1_50)
         ```
+
+    ![example_plot](\
+        https://media.roboflow.com/supervision-docs/metrics/f1_plot_example.png\
+        ){ align=center width="800" }
     """
 
     def __init__(
diff --git a/supervision/metrics/mean_average_precision.py b/supervision/metrics/mean_average_precision.py
index ba37837b..64c43292 100644
--- a/supervision/metrics/mean_average_precision.py
+++ b/supervision/metrics/mean_average_precision.py
@@ -46,6 +46,10 @@ class MeanAveragePrecision(Metric):
         print(map_result.map50_95)
         map_result.plot()
         ```
+
+    ![example_plot](\
+        https://media.roboflow.com/supervision-docs/metrics/mAP_plot_example.png\
+        ){ align=center width="800" }
     """
 
     def __init__(
diff --git a/supervision/metrics/precision.py b/supervision/metrics/precision.py
index fa6cf2b1..8bb41f80 100644
--- a/supervision/metrics/precision.py
+++ b/supervision/metrics/precision.py
@@ -54,6 +54,10 @@ class Precision(Metric):
         print(precision_result.precision_at_50)
         print(precision_result.small_objects.precision_at_50)
         ```
+
+    ![example_plot](\
+        https://media.roboflow.com/supervision-docs/metrics/precision_plot_example.png\
+        ){ align=center width="800" }
     """
 
     def __init__(
diff --git a/supervision/metrics/recall.py b/supervision/metrics/recall.py
index 1848502b..1cd66b79 100644
--- a/supervision/metrics/recall.py
+++ b/supervision/metrics/recall.py
@@ -54,6 +54,10 @@ class Recall(Metric):
         print(recall_result.recall_at_50)
         print(recall_result.small_objects.recall_at_50)
         ```
+
+    ![example_plot](\
+        https://media.roboflow.com/supervision-docs/metrics/recall_plot_example.png\
+        ){ align=center width="800" }
     """
 
     def __init__(