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1. GAN-Augmented-Pet-Classifier GAN-Augmented-Pet-Classifier Public

   Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection - Paper Implementation and Supplementary Materials

   Jupyter Notebook 16 4

2. Instance-Segmentation-via-Training-Mask-RCNN-on-Custom-Dataset Instance-Segmentation-via-Training-Mask-RCNN-on-Custom-Dataset Public

   Combining Google Open Images with COCO-dataset weights and training a Mask R-CNN model to accurately create a instance mask for pumpkins ;)

   Jupyter Notebook 14 2

3. Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset Public

   An implementation of famous convolutional neural networks on Bird species dataset using Python 3, Keras, and Tensorflow.

   Jupyter Notebook 8 1

4. COVID-19_Analysis_and_Visualization COVID-19_Analysis_and_Visualization Public

   Tracking and Visualizing the spread of COVID-19 worldwide with a special focus on Iran.

   Jupyter Notebook 7

5. Convolutional-Neural-Network-on-Fashion-MNIST Convolutional-Neural-Network-on-Fashion-MNIST Public

   CNN Modeling on Fashion MNIST dataset. 80% Accuracy on three epochs.

   Jupyter Notebook 5

6. YOLOv3-from-Scratch-Analaysis-and-Implementation YOLOv3-from-Scratch-Analaysis-and-Implementation Public

   Diving into Object Detection and Localization with YOLOv3 and its architecture, also implementing it using PyTorch and OpenCV from scratch.

   Python 27 9