update readme

.ipynb_checkpoints/README-checkpoint.md

@@ -1,5 +1,8 @@
 
 # LAION COCO with aesthetic score and watermark score
 
-This dataset contains 10% samples of the [LAION-COCO](https://huggingface.co/datasets/laion/laion-coco) dataset filtered by some text rules (remove url, special tokens, etc.), and image rules (aesthetic score$>4.75$ and watermark score$>0.5$). And the corresponding aesthetic score and watermark score are also included.
+This dataset contains 10% samples of the [LAION-COCO](https://huggingface.co/datasets/laion/laion-coco) dataset filtered by some text rules (*remove url, special tokens*, etc.), and image rules (*image size > 384x384*, *aesthetic score>4.75* and *watermark probability<0.5*). There are total 8,563,753 data instances in this dataset. And the corresponding [aesthetic score](https://github.com/christophschuhmann/improved-aesthetic-predictor/tree/main) and [watermark score](https://github.com/LAION-AI/LAION-5B-WatermarkDetection/tree/main) are also included. 
+
+
+Noted: watermark score in the table means the probability of the existence of the watermark in the image.
 

README.md

@@ -1,5 +1,8 @@
 
 # LAION COCO with aesthetic score and watermark score
 
-This dataset contains 10% samples of the [LAION-COCO](https://huggingface.co/datasets/laion/laion-coco) dataset filtered by some text rules (remove url, special tokens, etc.), and image rules (aesthetic score$>4.75$ and watermark score$>0.5$). And the corresponding aesthetic score and watermark score are also included.
+This dataset contains 10% samples of the [LAION-COCO](https://huggingface.co/datasets/laion/laion-coco) dataset filtered by some text rules (*remove url, special tokens*, etc.), and image rules (*image size > 384x384*, *aesthetic score>4.75* and *watermark probability<0.5*). There are total 8,563,753 data instances in this dataset. And the corresponding [aesthetic score](https://github.com/christophschuhmann/improved-aesthetic-predictor/tree/main) and [watermark score](https://github.com/LAION-AI/LAION-5B-WatermarkDetection/tree/main) are also included. 
+
+
+Noted: watermark score in the table means the probability of the existence of the watermark in the image.