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Zihadul Azam's Projects

gfp-gan icon gfp-gan

The purpose of this repo is to understand better the paper and do also some experiments with code.

house-prices icon house-prices

House Prices prediction using advanced Regression Techniques of ML

lstm-text-generator icon lstm-text-generator

This example trains a multi-layer RNN-LSTM on a language modeling task. The training script uses the PTB dataset, provided. The trained model can then be used by the generate script to generate new text.

market-1501-classification-reid icon market-1501-classification-reid

In this assignment, we explored the use of neural networks to solve two common computer vision tasks using the PyTorch framework. We had given a video-surveillance dataset containing images of multiple persons each of which was captured multiple times by different cameras along with a set of annotations that specify attributes of each person such as age, gender and clothing.

nlu-text-generation icon nlu-text-generation

This example trains a multi-layer RNN-LSTM on a language modeling task. The model has been implemented using Tensoflow Keras python library. The training script uses the PTB dataset, provided.

resnet-grad-cam icon resnet-grad-cam

rad-Cam provides us with a way to look into what particular parts of the image influenced the whole modelโ€™s decision for a specifically assigned label. It is particularly useful in analyzing wrongly classified samples.

umbraco-cms icon umbraco-cms

The simple, flexible and friendly ASP.NET CMS used by more than 400.000 websites

vehicle-counting-py icon vehicle-counting-py

The purpose of this project is counting vehicles using Image Video processing tools.

yolov7-integretion-in-csharp-form-app icon yolov7-integretion-in-csharp-form-app

This an experimental project. I want to train YOLOv7 model using py notebook, export the trained model in ONNX format and then integrate the model into a C# form application.

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