add YouTube embed

templates/index.html

@@ -46,6 +46,15 @@
                 <br>
                 <button type="submit" class="btn btn-success" style="margin-top:30px;">Submit</button>
             </form>
+            <div style="margin-top:100px;">
+                <h2 style="margin:-20px 0 40px 0;">Using LoRA-C and DoRA to fine-tune Detr-Resnet50 on Colab</h2>
+                <div>
+                    <iframe width="560" height="315" src="https://www.youtube.com/embed/CbP9wIbu7IY?si=wD81nUiVRYzMySw6" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
+                </div>
+                <a href="https://colab.research.google.com/github/Kimang18/DoRA-LoRAC-for-object-detection/blob/main/DoRA-LoRAC_object_detection.ipynb">
+                    <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab" /, width=150, height=150/>
+                </a>
+            </div>
         </div>
         </center>
     </div>