diff --git a/docs/hyperdatasets/previews.md b/docs/hyperdatasets/previews.md
index 8e48c47d..812c5268 100644
--- a/docs/hyperdatasets/previews.md
+++ b/docs/hyperdatasets/previews.md
@@ -101,5 +101,5 @@ The following is an example of preview metadata.
Here's an example of Previews in the ClearML Enterprise WebApp (UI). Each thumbnail is a Preview.
-
+
diff --git a/docs/hyperdatasets/webapp/webapp_datasets.md b/docs/hyperdatasets/webapp/webapp_datasets.md
index 900b3aa4..ab96c60b 100644
--- a/docs/hyperdatasets/webapp/webapp_datasets.md
+++ b/docs/hyperdatasets/webapp/webapp_datasets.md
@@ -1,66 +1,57 @@
---
-title: Datasets Page
+title: Hyper-Datasets Page
---
-The Datasets page offers the following functionalities:
-* Managing the ClearML Enterprise **Datasets** and **versions**, which connect raw data to the ClearML Enterprise platform
-* Using ClearML Enterprise's Git-like Dataset versioning features
-* Managing SingleFrames and FrameGroups.
+Use the Hyper-Datasets Page to navigate between and manage hyper-datasets.
+
+Click on a Hyper-Dataset card to open the dataset’s [version list](webapp_datasets_versioning.md), where you can view
+and manage the dataset versions' lineage and contents.
-
+
-## Dataset Cards
+## Hyper-Dataset Cards
+
+The Hyper-Dataset cards display summarized dataset information:
+
+
-Dataset cards show summary information about versions:
* Dataset name
-* Elapsed time since the last update. Hover over elapsed time and view date of last update.
+* Time since last update. Hover over elapsed time to view date of last update
* User updating the Dataset
* If the dataset contains dataset-level metadata, the card displays the
- `Metadata` indicator, which is also a shortcut to [edit the Dataset's metadata](#editing-dataset-level-metadata)
+ `Metadata` indicator, which opens the Metadata editor on click
* The number of versions in the Dataset
-* The total number of frames in all versions of the Dataset. If an asterisk (\*) appears next to **FRAMES**, then you can hover over it and see the name of the version whose frames were last updated.
-* The percentage of frames annotated in all versions of the Dataset. If an asterisk (\*) appears next to **ANNOTATED**, then you can hover over it and see the name of the version whose frames were last annotated.
+* The total number of frames in all versions of the Dataset. If an asterisk (\*) appears next to **FRAMES**, then you can hover over it and see the name of the version whose frames were last updated
+* The percentage of frames annotated in all versions of the Dataset. If an asterisk (\*) appears next to **ANNOTATED**, then you can hover over it and see the name of the version whose frames were last annotated
* If the Dataset version's status is *Published*, then the Dataset's top labels appear (colors are editable). If the
- Dataset version is *Draft*, then no labels appear.
-
-Dataset cards allow you to open a specific Dataset to perform Dataset versioning and frames management.
+ Dataset version is *Draft*, then no labels appear
+* Tags
:::note Change Label Color
To change the label color coding, hover over a label color, click the hand pointer, and then select a new color.
:::
-### Renaming a Dataset
-1. Click
-1. Click **Rename**
-1. Edit the name
-1. Click
+### Hyper-Dataset Actions
-### Editing Dataset-level Metadata
-To edit the dataset-level metadata
-1. Open the metadata edit window in one the following ways:
- * Click
- `Metadata`
- * Click , then click **Edit Metadata**
-1. Edit the section contents (JSON format)
-1. Click **OK**
+Click on the top right
+of a dataset card to open its context menu and access dataset actions:
-
+
+
-## Creating New Datasets
+
-Create a new Dataset which will contain one version named `Current`. The new version will not contain any frames.
+* **Rename** - Change the dataset’s name
+* **Add Tag** - Add label to the dataset to help easily classify groups of datasets.
+* **Edit Metadata** - Modify dataset-level metadata. This will open the metadata edit window, where you can edit the section
-* Click **+ NEW DATASET** **>** Enter a name and optionally a description **>** **CREATE DATASET**.
+## Create New Hyper-Datasets
+To create a new Hyper-Dataset, click the **+ NEW DATASET** button in the top right of the page, which will open a
+**New Dataset** modal.
-## Sort Datasets
-
-* In **RECENT**, choose either:
-
- * **RECENT** - Sort by update time
- * **NAME** - Sort alphabetically by Dataset name.
-
-
+
+This creates a new Hyper-Dataset that contains a single, empty draft version.
diff --git a/docs/hyperdatasets/webapp/webapp_datasets_frames.md b/docs/hyperdatasets/webapp/webapp_datasets_frames.md
index e6dd041a..7e0d4026 100644
--- a/docs/hyperdatasets/webapp/webapp_datasets_frames.md
+++ b/docs/hyperdatasets/webapp/webapp_datasets_frames.md
@@ -7,7 +7,7 @@ of frames and enables viewing SingleFrames and FramesGroups, and edit SingleFram
Before opening the frame viewer, you can filter the frames by applying [simple](#simple-frame-filtering) or [advanced](#advanced-frame-filtering)
filtering logic.
-
+
## Frame Viewer
diff --git a/docs/hyperdatasets/webapp/webapp_datasets_versioning.md b/docs/hyperdatasets/webapp/webapp_datasets_versioning.md
index 22371ec6..1a236c95 100644
--- a/docs/hyperdatasets/webapp/webapp_datasets_versioning.md
+++ b/docs/hyperdatasets/webapp/webapp_datasets_versioning.md
@@ -5,138 +5,57 @@ title: Dataset Versions
Use the Dataset versioning WebApp (UI) features for viewing, creating, modifying, and
deleting [Dataset versions](../dataset.md#dataset-versioning).
+
+
## Dataset Version History
-The WebApp (UI) presents your dataset version structure in [simple view](#simple-view) or [advanced view](#advanced-view),
-depending on the structure implemented.
+The WebApp (UI) presents your dataset version structure in list view
+or tree view .
+
+The list view lists the dataset's versions chronologically by last update time.
+
+
+
+The tree view shows the lineage of the dataset's versions.
+
+
Use the search bar to find specific versions. You can query by version name or version description. The search returns
all versions that match the query.
-In advanced view, parent versions that do not match the query where a child version does appear in a muted color.
+In tree view, parent versions that do not match the query where a child version does appear in a muted color.

-## Simple View
-While your dataset maintains a simple (linear) [version structure](../dataset.md#dataset-version-structure), the WebApp
-(UI) will present the version history as a table of historic snapshots:
+### Version Actions
-
+Access dataset version actions, by right clicking a version, or through the menu button (available on hover).
-### Creating Snapshots
+* **Rename** - Change the version’s name
+* **Create New Version** - Creates a child version of a *Published* dataset version. The new version is created in a *draft*
+ state, and inherits all the parent version's frames
+* **Delete** - Delete the version. Only *Draft* versions can be deleted.
+* **Publish** - Make a *Draft* version read-only to preserve its contents.
+
+## Version Data
+A selected dataset version's information and contents are presented on the main section of the page, to the right of
+the dataset's version list.
-To create a snapshot, you must be in the simple (version table) view.
+The version information is presented in the following tabs:
+* [Frames](#frames)
+* [Statistics](#statistics)
+* [Metadata](#metadata)
+* [Info](#info)
+
+## Frames
+The **Frames** tab displays the contents of the selected dataset version.
-**To create a snapshot, do the following:**
-
-1. Click **+ CREATE SNAPSHOT**.
-1. Enter a version name, and optionally a description.
-1. Click **CREATE**.
-
-:::note VERSION BROWSING
-Snapshots are always taken of the current version. If you are currently viewing a previous snapshot, click
-**RETURN TO CURRENT VERSION** to make snapshot creation available.
-:::
-
-You can view your dataset’s explicit version structure and create a more complex structure by switching to the advanced
-view.
-
-### Modifying Snapshot Name
-To modify a Dataset version name:
-1. Click the snapshot name on the top left of the dataset page
-1. Edit the name,
-1. Click (check).
-
-
-## Advanced View
-
-When employing a non-trivial [version structure](../dataset.md#dataset-version-structure) of your dataset, the WebApp
-(UI) presents the version history as a tree of versions.
-
-
-
-### Creating Versions
-
-**To create a child version, do the following:**
-
-1. Click the (parent) version from which to create a child (inherit all frames).
-1. Click **+ CREATE NEW VERSION**.
-1. Enter a version name, and optionally a description.
-1. Click **CREATE**.
-
-### Publishing Versions
-
-Publish (make read-only) any Dataset version whose status is *Draft*. If you publish a dataset's current version, the
-dataset's structure will no longer be considered a simple version structure.
-
-**To publish a version, do the following:**
-
-1. Click the version to publish.
-1. Click **PUBLISH**.
-1. Click **PUBLISH** again to confirm.
-
-### Modifying Version Names
-
-**To modify a Dataset version name:**
-1. Click the dataset version name on the top left of the dataset page
-1. Edit the name,
-1. Click (check).
-
-### Deleting Versions
-
-You can delete versions whose status is *Draft*.
-
-1. Click the version to delete.
-1. Click **DELETE**.
-1. Click **DELETE** again to confirm.
-
-## Version Information
-Additional information about the selected dataset version is presented below the version selection panel in collapsible
-panels:
-
-### Version Info Panel
-Provides general version information:
-* Version ID
-* Dataset ID
-* Dataset name
-* Status (*Draft* or *Published*)
-* Creating user
-* Version update time
-* Version description.
-
-**To modify a version description, do the following:**
-
-1. Expand the **INFO** area
-1. Hover over the **Description** element
-1. Click
-1. Edit the description
-1. Click (check)
-
-### Version Metadata Panel
-Any version specific metadata, in JSON format.
-The content icon color signifies whether any metadata is currently accompanying the dataset version.
-
-**To edit a version's metadata:**
-
-1. Click on the
- **VERSION METADATA** panel to open the edit window
-1. Edit the section contents (JSON format)
-1. Click **OK**
-
-### Version Label Statistics Panel
-Label usage stats for this dataset version.
-* Each label is listed along with the number of times it was used in the version
-* The pie chart visualizes these stats. Hover over a chart slice and its associated label and usage
- percentage will appear at the center of the chart.
-
-
-## Version Frame Browser
-The **Version Frame Browser** displays a preview of the contents of the selected dataset version.
-
-View the version's frames as thumbnails or in a table. Use the view toggle to switch between thumbnail
+View the version's frames as thumbnail previews or in a table. Use the view toggle to switch between thumbnail
view and
table view .
-Use the thumbnail view for a visual preview of the version's frames:
+Use the thumbnail view for a visual preview of the version's frames. You can increase
+and decrease the size of
+the previews.

@@ -145,14 +64,12 @@ for column customization options.

+The dataset version's frames can be filtered by multiple criteria. The resulting frames can be exported as a JSON file.
-The dataset version can be filtered by multiple criteria. The resulting frames can be exported as a JSON file.
-
-To view further details about a specific frame, click on its preview, which will open the [Frame Viewer](webapp_datasets_frames.md#frame-viewer).
+To view the details of a specific frame, click on its preview, which will open the [Frame Viewer](webapp_datasets_frames.md#frame-viewer).
### Simple Frame Filtering
-Simple frame filtering applies one annotation object (ROI) label and returns frames containing at least one annotation
-with that label.
+Simple frame filtering returns frames containing at least one annotation with a specified label.
**To apply a simple frame filter,** select a label from the **LABEL FILTER** list.
@@ -160,7 +77,7 @@ with that label.
Simple filter example
-* The **version browser** in the image below contains 101 frames.
+* The **FRAMES** tab in the image below contains 101 frames.

@@ -174,15 +91,15 @@ with that label.
### Advanced Frame Filtering
-Advanced frame filtering applies sophisticated filtering logic, which is composed of as many frame filters as needed,
-where each frame filter can be a combination of ROI, frame, and source rules.
+Alternatively, a combination of ROI, frame, and source rules can be specified to apply more elaborate and specific
+filters.
* ROI rules use include and exclude logic to match frames by ROI label; an ROI label can match frames containing at least
one annotation object (ROI) with all labels in the rule.
* Frame rules and source rules use Lucene queries with AND, OR, and NOT logic. Frame rules apply to frame metadata.
* Source rules apply to frame source information.
**To apply advanced filters:**
-1. In the **Version Browser**, click **Switch to advanced filters**.
+1. In the **FRAMES** tab, click **Advanced filters**.
1. In a **FRAME FILTER**, create one of the following rules:
* ROI rule
* Choose **Include** or **Exclude**, select ROI labels, and optionally set the confidence level range.
@@ -190,7 +107,10 @@ where each frame filter can be a combination of ROI, frame, and source rules.
* Frame rule - Enter a Lucene query using frame metadata fields in the format `meta.:`.
* Source rule - Enter a Lucene query using frame metadata fields in the format `sources.:`.
-#### Filtering Examples
+To clear all filters click .
+
+
+### Filtering Examples
ROI Rules
@@ -274,3 +194,41 @@ Choose the `Default preview source` option to present the first available source
If a FrameGroup doesn't have the selected preview source, the preview displays the "Source not available" message.
:::
+## Statistics
+
+The **Statistics** tab displays a dataset version's label usage stats.
+* Each label is listed along with the number of times it was used in the version
+* The pie chart visualizes these stats. Hover over a chart slice and its associated label and usage
+ percentage will appear at the center of the chart.
+
+
+
+## Metadata
+The **Metadata** tab presents any additional metadata that has been attached to the dataset version.
+
+**To edit a version's metadata,**
+
+1. Hover over the metadata box and click on the **EDIT** button
+1. Edit the section contents (JSON format)
+1. Click **OK**
+
+
+
+## Info
+
+The **Info** tab presents a version's general information:
+* Version ID
+* Version name
+* Dataset ID
+* Dataset name
+* Dataset description
+* Dataset tags
+* Status (*Draft* or *Published*)
+* Creating user
+* Version update time
+* Number of frames
+* Percentage of annotated frames
+* Version description (editable, hover over element and click )
+
+
+
diff --git a/docs/hyperdatasets/webapp/webapp_exp_track_visual.md b/docs/hyperdatasets/webapp/webapp_exp_track_visual.md
index 0e1d480e..5d5c35e5 100644
--- a/docs/hyperdatasets/webapp/webapp_exp_track_visual.md
+++ b/docs/hyperdatasets/webapp/webapp_exp_track_visual.md
@@ -17,7 +17,7 @@ In an experiment's page, go to the **DATAVIEWS** tab to view all the experiment'
* On-the-fly [data augmentation](#augmentation)
* [Iteration controls](#iteration-control)
-
+
### Input
diff --git a/docs/img/hyperdatasets/dataset_version_info_panel.png b/docs/img/hyperdatasets/dataset_version_info_panel.png
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diff --git a/docs/webapp/webapp_exp_track_visual.md b/docs/webapp/webapp_exp_track_visual.md
index 4f4b5511..ea22ea4f 100644
--- a/docs/webapp/webapp_exp_track_visual.md
+++ b/docs/webapp/webapp_exp_track_visual.md
@@ -299,15 +299,19 @@ are on the left side of the window. The tools include:
See additional [plot controls](#plot-controls) below.
### Plots
-Non-time-series plots appear in **PLOTS**. These include data reported by libraries, visualization
-tools, and ClearML explicit reporting. These may include 2D and 3D plots, tables (Pandas and CSV files), and Plotly plots.
-Individual plots can be shown / hidden or filtered by title.
+Non-time-series plots appear in **PLOTS**. These include data generated by libraries, visualization tools, and
+explicitly reported using the ClearML Logger. These may include 2D and 3D plots, tables (Pandas and CSV files), and
+Plotly plots. Individual plots can be shown / hidden or filtered by title.

-The last iteration of each plot is displayed. Viewing a plot in full
-screen ()
-provides navigation to plots from previous iterations.
+For each metric, the latest reported plot is displayed.
+
+When viewing a plot in full screen (),
+older iterations are available through the iteration slider (or using the up/down arrow keyboard shortcut). Go to the
+previous/next plot in the current iteration using the /
+buttons (or using the left/right arrow keyboard shortcut).
+

@@ -348,42 +352,25 @@ These controls allow you to better analyze the results. Hover over a plot, and t
### Debug Samples
-View debug samples by metric at any iteration. The most recent iteration appears first.
+Experiment outputs such as images, audio, and videos appear in **DEBUG SAMPLES**. These include data generated by
+libraries and visualization tools, and explicitly reported using the [ClearML Logger](../fundamentals/logger.md).
+
+You can view debug samples by metric at any iteration. Filter the samples by metric by selecting a metric from the
+dropdown menu above the samples. The most recent iteration appears first.

-Use the viewer / player to inspect images, audio, video samples and do any of the following:
+For each metric, the latest reported debug sample is displayed.
+
+Click a sample to view it in full screen. If the sample is video or audio, the full screen mode includes a player.
+
+When viewing a sample in full screen, older iterations are available through the iteration slider (or using the up/down
+arrow keyboard shortcut). Go to the previous/next sample in the current iteration using the /
+buttons (or using the left/right arrow keyboard shortcut).
-* Move to the same sample in a different iteration (move the iteration slider).
-* Show the next or previous iteration's sample.
-* Download the file .
-* Zoom.
-* View the sample's iteration number, width, height, and coordinates.

-**To view debug samples:**
-
-1. Click the **DEBUG SAMPLES** tab. The most recent iteration appears at the top.
-1. Locate debug samples by doing the following:
-
- * Filter by metric. In the **Metric** list, choose a metric.
- * Show other iterations. Click
- (Older images), (New images),
- or (Newest images).
-
-**To view a debug sample in the viewer / player:**
-
-1. Click the debug sample thumbnail.
-
-1. Do any of the following:
-
- * Move to the same sample in another iteration - Move the slider, or click **<** (previous) or **>** (next).
- * Download the file - Click .
- * Zoom
- * For images, locate a position on the sample - Hover over the sample and the X, Y coordinates appear in the legend below the sample.
-
-
## Tagging Experiments
Tags are user-defined, color-coded labels that can be added to experiments (and models), allowing to easily identify and
diff --git a/static/icons/ico-list-view.svg b/static/icons/ico-list-view.svg
new file mode 100644
index 00000000..bd5a391c
--- /dev/null
+++ b/static/icons/ico-list-view.svg
@@ -0,0 +1,3 @@
+
\ No newline at end of file
diff --git a/static/icons/ico-tree-view.svg b/static/icons/ico-tree-view.svg
new file mode 100644
index 00000000..e680ec27
--- /dev/null
+++ b/static/icons/ico-tree-view.svg
@@ -0,0 +1,3 @@
+
\ No newline at end of file