From 85dfb8d13fd222196d8d437f8538931259896e4e Mon Sep 17 00:00:00 2001
From: Falguni Ghosh <falguni.ghosh@fau.de>
Date: Sun, 15 Oct 2023 21:22:27 +0000
Subject: [PATCH] Update README.md

---
 README.md | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/README.md b/README.md
index 87f6b82..3f72a63 100644
--- a/README.md
+++ b/README.md
@@ -10,3 +10,21 @@ The first 4 folders: 0_python_playground, contain the source codes for developme
 
 Generation of Checkerboard, Binary circle, RGB Color Spectrum patterns, Image retrieval using Numpy. 
 
+## 1_DL_base
+
+Development of Basic Optimizer, Base ML Layer, Fully Connected Layer, ReLU Layer, SoftMax layer, CrossEntropy Loss without using any Python ML library.
+
+## 2_CNN
+
+Development of Initializers, Advanced optimizers, Flatten Layer, Convolutional Layer, Pooling Layer without using any Python ML library.
+
+## 3_RNN
+
+Development of Regularizers, Optimization constraints, Dropout, Batch Normalization, Activation fucntions, Elman Recurrent Neural Network (RNN) without using any Python ML library.
+
+## 4_Resnet_Solar_panel_defect_Identification
+
+With the help of Pytorch, Build and train a Resnet Model to determine the defects in different solar panels. 
+
+
+
-- 
GitLab