PericlesRodrigues01 commited on
Commit
24369cb
·
verified ·
1 Parent(s): 6ffc273

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +32 -0
README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ tags:
4
+ - object-detection
5
+ - vision
6
+ - yolov8
7
+ - sports
8
+ - football
9
+ - tennis
10
+ library_name: ultralytics
11
+ pipeline_tag: object-detection
12
+ ---
13
+
14
+ # ⚽ Football & Sports Player Detection (YOLOv8)
15
+
16
+ This model is a fine-tuned version of **YOLOv8 Nano**, designed to detect players, balls, and sports equipment in match footage (Football/Tennis).
17
+
18
+ It was developed specifically to demonstrate **Data Engineering** techniques, achieving high generalization performance even when trained on a **restricted dataset** through the use of aggressive offline and online Data Augmentation strategies.
19
+
20
+ ## 🏷️ Classes
21
+ The model is trained to detect the following 3 classes:
22
+ * `0`: **Person** (Players, Referees)
23
+ * `1`: **Ball** (Football, Tennis ball)
24
+ * `2`: **Equipment** (Rackets, Goal posts, etc.)
25
+
26
+ ## 💻 How to Use
27
+
28
+ To use this model in your Python project, you need the `ultralytics` and `huggingface_hub` libraries.
29
+
30
+ ### Installation
31
+ ```bash
32
+ pip install ultralytics huggingface_hub