Update README.md

README.md

@@ -17,11 +17,13 @@ thumbnail: https://github.com/hunglc007/tensorflow-yolov4-tflite
 pipeline_tag: object-detection 
 ---
 
-# Yolov4
+# YOLOv4
 
-Yolo is an object detection system in real-time, introduced in [this paper](https://arxiv.org/abs/2004.10934), that recognizes various objects in a single enclosure. It identifies objects more rapidly and more precisely than other recognition systems. Three authors Alexey Bochkovskiy, the Russian developer who built the YOLO Windows version, Chien-Yao Wang, and Hong-Yuan Mark Liao, are accounted for in this work and the entire code is available on [Github](https://github.com/AlexeyAB/darknet).
+YOLO, for You Only Look Once, is an object detection system in real-time, introduced in [this paper](https://arxiv.org/abs/2004.10934), that recognizes various objects in a single enclosure. It identifies objects more rapidly and more precisely than other recognition systems. Three authors Alexey Bochkovskiy, the Russian developer who built the YOLO Windows version, Chien-Yao Wang, and Hong-Yuan Mark Liao, are accounted for in this work and the entire code is available on [Github](https://github.com/AlexeyAB/darknet).
 
-This yolov4 library uses Tensorflow 2.0 and is available on. this [Github](https://github.com/hunglc007/tensorflow-yolov4-tflite). 
+This YOLOv4 library, inspired by previous YOLOv3 implementations here:
+  * [Yolov3 tensorflow](https://github.com/YunYang1994/tensorflow-yolov3)
+  * [Yolov3 tf2](https://github.com/zzh8829/yolov3-tf2)uses Tensorflow 2.0 and is available on this [Github](https://github.com/hunglc007/tensorflow-yolov4-tflite). 
 
 
 ### Prerequisites
@@ -176,7 +178,3 @@ The training performance is not fully reproduced yet, so I recommended to use Al
 
   * YOLOv4: Optimal Speed and Accuracy of Object Detection [YOLOv4](https://arxiv.org/abs/2004.10934).
   * [darknet](https://github.com/AlexeyAB/darknet)
-  
- This project is inspired by these previous fantastic YOLOv3 implementations:
-  * [Yolov3 tensorflow](https://github.com/YunYang1994/tensorflow-yolov3)
-  * [Yolov3 tf2](https://github.com/zzh8829/yolov3-tf2)