Taiko404 commited on
Commit
bca13bc
·
verified ·
1 Parent(s): 389a82d

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +9 -1
README.md CHANGED
@@ -5,8 +5,16 @@ Strike Zone Detection Model
5
  By Taiko IbukiArchitecture: YOLOv8-medium (yolov8m)
6
  Task: Object Detection 4 classes: ball, batter, pitcher, strike_zone
7
 
8
- 1. Model DescriptionThis object detection model identifies and localizes key elements of a baseball pitch to automate ball-strike calls. Using YOLOv8, this model fine-tunes a previously trained dataset from Roboflow to fit four classes: ball, batter, pitcher, and strike_zone. This model is intended to help objectively evaluate pitch calls and can be used for broadcast overlay systems or umpire analytics platforms.ParameterValueArchitectureYOLOv8-medium (yolov8m)Training basisFine-tuned from ROBO ump (Roboflow Universe)TaskObject detection (4 classes)Target mAP@50> 0.85Achieved mAP@500.92Intended use cases:
 
9
 
 
 
 
 
 
 
 
10
  Broadcast overlay systems displaying a real-time model-driven strike zone visualization
11
  Umpire analytics platforms comparing model calls vs. official calls per game
12
  Research and development for automated ball-strike officiating systems
 
5
  By Taiko IbukiArchitecture: YOLOv8-medium (yolov8m)
6
  Task: Object Detection 4 classes: ball, batter, pitcher, strike_zone
7
 
8
+ 1. Model Description
9
+ This object detection model identifies and localizes key elements of a baseball pitch to automate ball-strike calls. Using YOLOv8, this model fine-tunes a previously trained dataset from Roboflow to fit four classes: ball, batter, pitcher, and strike_zone. This model is intended to help objectively evaluate pitch calls and can be used for broadcast overlay systems or umpire analytics platforms.
10
 
11
+ Architecture: YOLOv8-medium (yolov8m)
12
+ Training basis: Fine-tuned from ROBO ump (Roboflow Universe)
13
+ Task: Object detection (4 classes)
14
+ Target mAP@50: > 0.85
15
+ Achieved mAP@50: 0.92
16
+
17
+ Intended use cases:
18
  Broadcast overlay systems displaying a real-time model-driven strike zone visualization
19
  Umpire analytics platforms comparing model calls vs. official calls per game
20
  Research and development for automated ball-strike officiating systems