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README.md

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+# AlexNet
+
+Submission for coding assignment of Fatima Fellowship.
+
+## Model Details
+
+This is a simple implementation of AlexNet in Keras for the coding assignment of Fatima Fellowship. 
+
+### Model Description
+
+- **Developed by:** Madhav Kumar
+- **Model type:** Convolutional Neural Network
+
+## How to Get Started with the Model
+
+The files contains the notebook Alexnet_without_cropping.ipynb. It contains the code that was used to train the model. In the files, "weights-improvement-07-0.87.hdf5" contain the weights of the best model during training.
+"logs-20230326T161429Z-001.zip" contain the logs of the training.
+
+## Training Details
+
+### Training Data
+
+The files contain the training data images in train.zip and the data with image names and labels in the train.csv.
+
+### Training Procedure 
+
+I trained the AlexNet model on the training data on Google Colab.
+
+#### Preprocessing
+
+I used data augmentaion to increase the size of training data.
+
+## Evaluation
+
+The model was tested on a validation data which was 20% percent of the train.zip data. The maximum accuracy obtained was 86.88%.