Mahdi Darvish's repositories
YOLOv3-from-Scratch-Analaysis-and-Implementation
Diving into Object Detection and Localization with YOLOv3 and its architecture, also implementing it using PyTorch and OpenCV from scratch.
GAN-Augmented-Pet-Classifier
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection - Paper Implementation and Supplementary Materials
Instance-Segmentation-via-Training-Mask-RCNN-on-Custom-Dataset
Combining Google Open Images with COCO-dataset weights and training a Mask R-CNN model to accurately create a instance mask for pumpkins ;)
Comparative-Analysis-of-ConvNet-Architecture-on-Bird-Species-Dataset
An implementation of famous convolutional neural networks on Bird species dataset using Python 3, Keras, and Tensorflow.
COVID-19_Analysis_and_Visualization
Tracking and Visualizing the spread of COVID-19 worldwide with a special focus on Iran.
Convolutional-Neural-Network-on-Fashion-MNIST
CNN Modeling on Fashion MNIST dataset. 80% Accuracy on three epochs.
GDL_code
The official code repository for examples in the O'Reilly book 'Generative Deep Learning'
LR-Net
LR-Net : A Block-based Convolutional Neural Network for Low Resolution Image Classification.