From 907f5107027f15d8ea05048c5269840c7794681b Mon Sep 17 00:00:00 2001
From: Smashinfries <jus10luka@gmail.com>
Date: Thu, 21 Mar 2024 18:44:50 -0500
Subject: [PATCH] update README

---
 README.md | 22 +++++++++++++---------
 1 file changed, 13 insertions(+), 9 deletions(-)

diff --git a/README.md b/README.md
index 30d258a..7d97b94 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,12 @@
 # WaifuTagger
-![](./banner.png)
+![banner](./banner.png)
 
 <a href="https://huggingface.co/Smashinfries/wd-convnext-tagger-v3-mobile" target="_blank">
     <img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20Model%20Card-ffc107?color=ffc107&logoColor=white" />
 </a>
-<!-- UPDATE WHEN ON PLAY STORE -->
-<!-- <a href="https://github.com/KuzuLabz/WaifuTagger/releases/latest" target="_blank">
-    <img alt="Hugging Face" src="https://img.shields.io/badge/Google Play-Download-Test?logo=googleplay" />
-</a> -->
+<a href="https://play.google.com/apps/testing/com.kuzulabz.WaifuTagger" target="_blank">
+    <img alt="Hugging Face" src="https://img.shields.io/badge/Google Play-Join Beta-Test?logo=googleplay" />
+</a>
 <a href="https://github.com/KuzuLabz/WaifuTagger/releases/latest" target="_blank">
     <img alt="Hugging Face" src="https://img.shields.io/badge/Android-Release-Release?logo=android" />
 </a>
@@ -15,15 +14,20 @@
 
 Run SmilingWolfs [wd-convnext-tagger-v3](https://huggingface.co/SmilingWolf/wd-convnext-tagger-v3) model on mobile!
 
-## Platforms
-Android is currently supported - looking to get this on Google Play soon!
+## 🎉 Google Play Closed Beta
+The app is currently in closed beta and needs testers! You can join the beta [here](https://play.google.com/apps/testing/com.kuzulabz.WaifuTagger) or from the Google Play button above. 
+
+*Due to new Google Play policies, 20 testers are needed for 14 days before the app can go public.*
+
+## 🎮 Platforms
+Android is currently supported! 
 
 I think iOS could easily be supported but I haven't tested it. Same goes for web.
 
-## Model
+## 🤗 Model
 To run the model on mobile, I quantized it and added preprocessing using [onnxruntime-extentions](https://onnxruntime.ai/docs/extensions/). This model is available on my [HuggingFace](https://huggingface.co/Smashinfries/wd-convnext-tagger-v3-mobile). You can also find more details about the process there.
 
-## Model Accuracy
+## 🎯 Model Accuracy
 If you get bad results, it's highly likely that I did something wrong with the preprocessing. Any tips for improvement would be appreciated.
 
 ## Contributing