Update README.md

README.md

@@ -10,4 +10,46 @@ pinned: false
 license: mit
 ---
 
+## Train the Custom ResNet Model using Pytorch Lighning
+
+Using Collab train the Custom ResNet Model using Pytorch Lightning
+
+## Download the Model weights
+Download the model weights 
+
+## Create account in Hugging Face
+Create a user account in Hugging Face
+
+## Create a new space 
+
+Create a new space using URL: https://huggingface.co/new-space
+
+Space Name: custom_resnet_cifar10_classifier
+License: MIT
+
+## Upload files 
+
+- Upload requirements.txt file:
+with pytorch-lightning
+torch
+torchvision
+torch-lr-finder
+grad-cam
+pillow
+numpy
+
+
+- Upload 10 example image files:
+
+- Upload the model weights file
+
+- Create app.py with the following logic
+
+  - Load the weights
+  - Logic for inference
+  - Gradio application with the parameters specified
+
+
+
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference