Hi  Waghmare,
I have created sample code which fulfill your requirement.
HTML
<div>
    <asp:GridView ID="gvEmployees" runat="server" AutoGenerateColumns="false" OnRowDataBound="gvEmployees_RowDataBound">
        <Columns>
            <asp:TemplateField HeaderText="EmployeeId">
                <ItemTemplate>
                    <asp:Label ID="LblEmployeeId" runat="server" Text='<%#Eval("EmployeeId")%>' />
                </ItemTemplate>
                <EditItemTemplate>
                    <asp:Label ID="LblEmployeeIdEdit" runat="server" Text='<%#Eval("EmployeeId")%>' />
                </EditItemTemplate>
            </asp:TemplateField>
            <asp:BoundField DataField="EmployeeName" HeaderText="EmployeeName" />
            <asp:TemplateField HeaderText="Pics">
                <ItemTemplate>
                    <asp:Image ID="empimage" Height="50px" runat="server" />
                </ItemTemplate>
                <EditItemTemplate>
                    <asp:FileUpload ID="FileUpload1Edit" runat="server" />
                </EditItemTemplate>
            </asp:TemplateField>
            <asp:TemplateField>
                <ItemTemplate>
                    <asp:LinkButton ID="btnEdit" Text="Edit" OnClick="OnEdit" runat="server" />
                    <asp:LinkButton ID="btnDelete" Text="Delete" OnClick="OnDelete" runat="server" />
                </ItemTemplate>
                <EditItemTemplate>
                    <asp:LinkButton Text="Update" OnClick="OnUpdate" runat="server" />
                    <asp:LinkButton Text="Cancel" OnClick="OnCancel" runat="server" />
                </EditItemTemplate>
            </asp:TemplateField>
        </Columns>
    </asp:GridView>
</div>
C#
private string constring = ConfigurationManager.ConnectionStrings["constr"].ToString();
protected void Page_Load(object sender, EventArgs e)
{
    if (!this.IsPostBack)
    {
        GetData();
    }
}
protected void GetData()
{
    SqlConnection con = new SqlConnection(constring);
    SqlCommand cmd = new SqlCommand("SELECT * FROM EmployeeTest", con);
    SqlDataAdapter sda = new SqlDataAdapter(cmd);
    DataTable dt = new DataTable();
    sda.Fill(dt);
    gvEmployees.DataSource = dt;
    gvEmployees.DataBind();
}
protected void OnEdit(object sender, EventArgs e)
{
    GridViewRow row = (sender as LinkButton).NamingContainer as GridViewRow;
    gvEmployees.EditIndex = row.RowIndex;
    GetData();
}
protected void OnUpdate(object sender, EventArgs e)
{
    GridViewRow row = (sender as LinkButton).NamingContainer as GridViewRow;
    string EmployeeId = (row.FindControl("LblEmployeeIdEdit") as Label).Text;
    string sourcefile = ((row.FindControl("FileUpload1Edit") as FileUpload).PostedFile.FileName);
    string directoryPath = Server.MapPath("~/Files/" + "00000000".Substring(EmployeeId.Length, 8 - EmployeeId.Length) + EmployeeId + ".jpg");
    if (File.Exists(directoryPath) && sourcefile != null)
    {
        File.Delete(directoryPath);
        string newFile = Server.MapPath("Files/" + "00000000".Substring(EmployeeId.Length, 8 - EmployeeId.Length) + EmployeeId + ".jpg");
        (row.FindControl("FileUpload1Edit") as FileUpload).SaveAs(newFile);
    }
    gvEmployees.EditIndex = -1;
    GetData();
}
protected void OnDelete(object sender, EventArgs e)
{
    GridViewRow row = (sender as LinkButton).NamingContainer as GridViewRow;
    SqlConnection con = new SqlConnection(constring);
    SqlCommand cmd = new SqlCommand("DELETE FROM EmployeeTest WHERE EmployeeId=@EmployeeId", con);
    string EmployeeId = (row.FindControl("LblEmployeeId") as Label).Text;
    cmd.Parameters.AddWithValue("@EmployeeId", EmployeeId);
    con.Open();
    cmd.ExecuteNonQuery();
    con.Close();
    GetData();
}
protected void OnCancel(object sender, EventArgs e)
{
    gvEmployees.EditIndex = -1;
    GetData();
}
protected void gvEmployees_RowDataBound(object sender, GridViewRowEventArgs e)
{
    if (e.Row.RowType == DataControlRowType.DataRow && (e.Row.RowState == DataControlRowState.Normal || e.Row.RowState == DataControlRowState.Alternate))
    {
        string EmployeeId = (e.Row.FindControl("LblEmployeeId") as Label).Text;
        (e.Row.FindControl("empimage") as Image).ImageUrl = "~/Files/" + "00000000".Substring(EmployeeId.Length, 8 - EmployeeId.Length) + EmployeeId + ".jpg";
    }
}
Vb.net
Private constring As String = ConfigurationManager.ConnectionStrings("constr").ToString()
Protected Sub Page_Load(sender As Object, e As EventArgs)
	If Not Me.IsPostBack Then
		GetData()
	End If
End Sub
Protected Sub GetData()
	Dim con As New SqlConnection(constring)
	Dim cmd As New SqlCommand("SELECT * FROM EmployeeTest", con)
	Dim sda As New SqlDataAdapter(cmd)
	Dim dt As New DataTable()
	sda.Fill(dt)
	gvEmployees.DataSource = dt
	gvEmployees.DataBind()
End Sub
Protected Sub OnEdit(sender As Object, e As EventArgs)
	Dim row As GridViewRow = TryCast(TryCast(sender, LinkButton).NamingContainer, GridViewRow)
	gvEmployees.EditIndex = row.RowIndex
	GetData()
End Sub
Protected Sub OnUpdate(sender As Object, e As EventArgs)
	Dim row As GridViewRow = TryCast(TryCast(sender, LinkButton).NamingContainer, GridViewRow)
	Dim EmployeeId As String = TryCast(row.FindControl("LblEmployeeIdEdit"), Label).Text
	Dim sourcefile As String = (TryCast(row.FindControl("FileUpload1Edit"), FileUpload).PostedFile.FileName)
	Dim directoryPath As String = Server.MapPath((Convert.ToString("~/Files/" + "00000000".Substring(EmployeeId.Length, 8 - EmployeeId.Length)) & EmployeeId) + ".jpg")
	If File.Exists(directoryPath) AndAlso sourcefile IsNot Nothing Then
		File.Delete(directoryPath)
		Dim newFile As String = Server.MapPath((Convert.ToString("Files/" + "00000000".Substring(EmployeeId.Length, 8 - EmployeeId.Length)) & EmployeeId) + ".jpg")
		TryCast(row.FindControl("FileUpload1Edit"), FileUpload).SaveAs(newFile)
	End If
	gvEmployees.EditIndex = -1
	GetData()
End Sub
Protected Sub OnDelete(sender As Object, e As EventArgs)
	Dim row As GridViewRow = TryCast(TryCast(sender, LinkButton).NamingContainer, GridViewRow)
	Dim con As New SqlConnection(constring)
	Dim cmd As New SqlCommand("DELETE FROM EmployeeTest WHERE EmployeeId=@EmployeeId", con)
	Dim EmployeeId As String = TryCast(row.FindControl("LblEmployeeId"), Label).Text
	cmd.Parameters.AddWithValue("@EmployeeId", EmployeeId)
	con.Open()
	cmd.ExecuteNonQuery()
	con.Close()
	GetData()
End Sub
Protected Sub OnCancel(sender As Object, e As EventArgs)
	gvEmployees.EditIndex = -1
	GetData()
End Sub
Protected Sub gvEmployees_RowDataBound(sender As Object, e As GridViewRowEventArgs)
	If e.Row.RowType = DataControlRowType.DataRow AndAlso (e.Row.RowState = DataControlRowState.Normal OrElse e.Row.RowState = DataControlRowState.Alternate) Then
		Dim EmployeeId As String = TryCast(e.Row.FindControl("LblEmployeeId"), Label).Text
		TryCast(e.Row.FindControl("empimage"), Image).ImageUrl = (Convert.ToString("~/Files/" + "00000000".Substring(EmployeeId.Length, 8 - EmployeeId.Length)) & EmployeeId) + ".jpg"
	End If
End Sub
Screenshot
