@@ -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.
