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@@ -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. 
+
+
+