[feat] - improve stats

README.md

@@ -36,20 +36,21 @@ In order to use, exploit, and generate this dataset, a framework titled `MoViFex
 
 ### General
 
-| Aspect                                          | Value     |
-| ----------------------------------------------- | --------- |
-| **Total number of movies**                      | 274       |
-| **Average frames extracted per movie**          | 7,732     |
-| **Total number of frames (or feature vectors)** | 2,118,647 |
-
-### Hybrid (combined with **MovieLenz 25M** ([link](https://grouplens.org/datasets/movielens/25m/)))
-
-| Aspect                                   | Value     |
-| ---------------------------------------- | --------- |
-| **Accumulative number of genres:**       | 723       |
-| **Average movie ratings:**               | 3.88/5    |
-| **Total number of users:**               | 158,146   |
-| **Accumulative number of interactions:** | 2,869,024 |
+| Aspect                                           | Value     |
+| ------------------------------------------------ | --------- |
+| **Total number of movies**                       | 274       |
+| **Average frames extracted per movie**           | 7,732     |
+| **Total number of frames/embeddings**            | 2,158,301 |
+| **Total number of full-movie frames/embeddings** | 2,118,647 |
+| **Total number of trailer frames/embeddings**    | 39,654    |
+
+### Hybrid (combined with **MovieLens 25M** ([link](https://grouplens.org/datasets/movielens/25m/)))
+
+| Aspect                            | Value     |
+| --------------------------------- | --------- |
+| **Average movie ratings:**        | 3.88/5    |
+| **Total number of users:**        | 158,146   |
+| **Total number of interactions:** | 2,869,024 |
 
 ### Required Capacity
 
@@ -83,11 +84,11 @@ Inside each of the mentioned folders, there are two folders titled `incp3` and `
 
 #### A: Atomic Features (folders full_movies, movie_shots, and movie_trailers)
 
-Inside each feature extractor folder (_e.g.,_ `full_movies/incp3` or `movie_trailers/vgg19`) you can find a set of folders with unique title (_e.g.,_ `0000000778`) indicating the ID of the movie in **MovieLenz 25M** ([link](https://grouplens.org/datasets/movielens/25m/)) dataset. Accordingly, you have access to the visual features extracted from the movie `0000000778`, using Inception-v3 and VGG-19 extractors, in full-length frame, full-length shot, and trailer levels.
+Inside each feature extractor folder (_e.g.,_ `full_movies/incp3` or `movie_trailers/vgg19`) you can find a set of folders with unique title (_e.g.,_ `0000000778`) indicating the ID of the movie in **MovieLens 25M** ([link](https://grouplens.org/datasets/movielens/25m/)) dataset. Accordingly, you have access to the visual features extracted from the movie `0000000778`, using Inception-v3 and VGG-19 extractors, in full-length frame, full-length shot, and trailer levels.
 
 #### B: Aggregated Features (folders full_movies_agg, movie_shots_agg, and movie_trailers_agg)
 
-Inside each feature extractor folder (_e.g.,_ `full_movies_agg/incp3` or `movie_trailers_agg/vgg19`) you can find a set of `json` files with unique title (_e.g.,_ `0000000778.json`) indicating the ID of the movie in **MovieLenz 25M** ([link](https://grouplens.org/datasets/movielens/25m/)) dataset. Accordingly, you have access to the aggregated visual features extracted from the movie `0000000778` (and available on the atomic features folders), using Inception-v3 and VGG-19 extractors, in full-length frame, full-length shot, and trailer levels.
+Inside each feature extractor folder (_e.g.,_ `full_movies_agg/incp3` or `movie_trailers_agg/vgg19`) you can find a set of `json` files with unique title (_e.g.,_ `0000000778.json`) indicating the ID of the movie in **MovieLens 25M** ([link](https://grouplens.org/datasets/movielens/25m/)) dataset. Accordingly, you have access to the aggregated visual features extracted from the movie `0000000778` (and available on the atomic features folders), using Inception-v3 and VGG-19 extractors, in full-length frame, full-length shot, and trailer levels.
 
 ### Level IV. Packets (Atomic Feature Folders Only)
 
@@ -136,7 +137,7 @@ The described structure is presented below in brief:
 
 ### `stats.json` File
 
-The `stats.json` file placed in the root contains valuable information about the characteristics of each of the movies, fetched from **MovieLenz 25M** ([link](https://grouplens.org/datasets/movielens/25m/)).
+The `stats.json` file placed in the root contains valuable information about the characteristics of each of the movies, fetched from **MovieLens 25M** ([link](https://grouplens.org/datasets/movielens/25m/)).
 
 ```json
 [