Refer the below code if you are getting Byte datafrom database then you need to handel it in ItemDataBound refer the below code for your reference.
HTML
    <div>
    <asp:Repeater ID="Repeater1" runat="server" OnItemDataBound="Repeater1_ItemDataBound" >
        <ItemTemplate>
            <asp:HiddenField ID="hfData" runat="server" /> 
            <div class="item" id="DvItem" runat="server">
                <div class="container-fluid">
                    <div>
                        <div class="slider-header fadeInDown-1">
                            Top Brands</div>
                        <div class="big-text fadeInDown-1">
                            Pathanjali's Cow Ghee
                        </div>
                        <div class="excerpt fadeInDown-2 hidden-xs">
                            <span>The power that will<br />become a winner will give.</span>
                        </div>
                        <div  >
                            <a href="#" style="background-color:White;color:Red;">Shop Now</a>
                        </div>
                    </div>
                    <!-- /.caption -->
                </div>
                <!-- /.container-fluid -->
            </div>
            <br />
            <!-- /.item -->
        </ItemTemplate>
    </asp:Repeater>
    </div>
C#
protected void Page_Load(object sender, EventArgs e)
{
    if (!this.IsPostBack)
    {
        BindRepeaterusingDataTable();
    }
}
protected void Repeater1_ItemDataBound(object sender, RepeaterItemEventArgs e)
{
    if (e.Item.ItemType == ListItemType.AlternatingItem || e.Item.ItemType == ListItemType.Item)
    {          
        Files file = (e.Item.DataItem as Files);
        Byte[] bytes = file.Data;
        string base64 = Convert.ToBase64String(bytes);
        string imageURL = string.Format("data:image/gif;base64," + base64 + ");");
        HtmlControl DvItem = (e.Item.FindControl("DvItem") as HtmlControl);
        DvItem.Style["background-image"] = @"url(" + imageURL + ") no-repeat;";
        DvItem.Style["background-repeat"] = @"no-repeat";
       
    }
}
private void BindRepeaterusingDataTable()
{
    List<Files> files = new List<Files>();
    string constr = ConfigurationManager.ConnectionStrings["ConStr"].ConnectionString;
    using (SqlConnection con = new SqlConnection(constr))
    {
        using (SqlCommand cmd = new SqlCommand("select Name, Data from tblFiles", con))
        {
            SqlDataAdapter sda = new SqlDataAdapter(cmd);
            DataTable dt = new DataTable();
            sda.Fill(dt);
            for (int i = 0; i < dt.Rows.Count; i++)
            {
                files.Add(new Files
                {
                    Name = dt.Rows[i]["Name"].ToString(),
                    Data = (byte[])dt.Rows[i]["Data"]
                });
            }
        }
        Repeater1.DataSource = files;
        Repeater1.DataBind();
    }
}
 
public class Files
{
    public string Name { get; set; }
    public byte[] Data { get; set; }
}
VB.Net
Protected Sub Page_Load(sender As Object, e As EventArgs) Handles Me.Load
	If Not Me.IsPostBack Then
		BindRepeaterusingDataTable()
	End If
End Sub
Protected Sub Repeater1_ItemDataBound(sender As Object, e As RepeaterItemEventArgs)
	If e.Item.ItemType = ListItemType.AlternatingItem OrElse e.Item.ItemType = ListItemType.Item Then
		Dim file As Files = TryCast(e.Item.DataItem, Files)
		Dim bytes As [Byte]() = file.Data
		Dim base64 As String = Convert.ToBase64String(bytes)
		Dim imageURL As String = String.Format((Convert.ToString("data:image/gif;base64,") & base64) + ");")
		Dim DvItem As HtmlControl = TryCast(e.Item.FindControl("DvItem"), HtmlControl)
		DvItem.Style("background-image") = (Convert.ToString("url(") & imageURL) + ") no-repeat;"
		DvItem.Style("background-repeat") = "no-repeat"
	End If
End Sub
Private Sub BindRepeaterusingDataTable()
	Dim files As New List(Of Files)()
	Dim constr As String = ConfigurationManager.ConnectionStrings("ConStr").ConnectionString
	Using con As New SqlConnection(constr)
		Using cmd As New SqlCommand("select Name, Data from tblFiles", con)
			Dim sda As New SqlDataAdapter(cmd)
			Dim dt As New DataTable()
			sda.Fill(dt)
			For i As Integer = 0 To dt.Rows.Count - 1
				files.Add(New Files() With { _
					Key .Name = dt.Rows(i)("Name").ToString(), _
					Key .Data = DirectCast(dt.Rows(i)("Data"), Byte()) _
				})
			Next
		End Using
		Repeater1.DataSource = files
		Repeater1.DataBind()
	End Using
End Sub
Public Class Files
	Public Property Name() As String
		Get
			Return m_Name
		End Get
		Set
			m_Name = Value
		End Set
	End Property
	Private m_Name As String
	Public Property Data() As Byte()
		Get
			Return m_Data
		End Get
		Set
			m_Data = Value
		End Set
	End Property
	Private m_Data As Byte()
End Class
Output
