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arduino-projects

bio-sensor-human-action-recognition-with-cnn-rnn

This project provided a Deep CNN network to detect daily human activity from an integrated mobile accelerator sensor. In making this network, we made time series from sensor data and designed our network with CNN and GRU layers to detect 6 different activities. The classification and training process are available in the images below.

bone_detection

Using YoLo-V8 for detecting bone fractions from X-Ray images

building-api

In this repository I build some custom APIs for different applications. Each API designed with different frameworks such as Flask, Django and Anvil

car-steering-asistant-

Car steering assistant system is designed by applying Hough transform in line detection process. All the codes are implemented with and Numpy, OpenCV.

chest-cts-image-segmentation-with-unet

This project provided an efficient Unet network to detect damaged lung tissues. The proposed network is implemented with the PyTorch framework and trained with the Adam optimizer function over 20 epochs. The segmentation results are illustrated below.

crud-app

dash_mqtt-smart-home-app

This project consist of monitoring Dash board app which is desigend with Dash and flask-mqtt to transfer data, and ESP32 for controlling home devices.

davinci_eye_project

This model is the implementation of UNET model for DAVINCI robot surgery to improve the perfromance of surgery during operation.

deep-learning

designing-an-ai-assisted-toolbox-for-fitness-activity-recognition-based-on-deep-cnn

detecting-fitness-activity-with-cnn

diffusion_painting

Diffusion_painting is a diffusion model that generates painting images. This notebook gives a detail about how to use this model and how to apply CLIP guidance loss to generate reliable content.

face-recognition-with-simase-network

This project provided an simple architecture of A Siamese network with CNN backbone.

generative-deep-learning

There are some examples such as GAN,VAE and related fields in generative deep learning in this repository

gym-member-app

implementing-clip-model-

Desgining CLIP model from scratch with PyTorch and flickr8k dataset.

kitti_deep_lane_detection

Detecting lanes and computing angle steering by using UNET segmentation model and KITTI dataset.

machine-learning-course

In this repository contains several notebooks about diffrent main ML Algorithms

ml-for-remote-sensing-homeworks

ml-heart-disease-predictor

movie-recommender

Recommending movies with unsupervised learning approach. Just type your seen movie, then get 5 recommended movies.

object-segmentation-for-automonous-vehicles

This repository provided several Unet architectures to segment objects in street and road for autonomous vehicles applications

outline-client-apk

outline-client apk for iraninan

pothole-detection-with-yolov5-

Detecting Potholes of roads with YoloV5

python_excersies-

In this repository, There are many python examples in different applications

python_tutorials

Practical Python Tutorial notebooks

pytorch_excersies

My Pytorch DIY projects and examples are gathered in this repository. Each examples refer to computer vision, NLP , and Pytorch basis

safebox

Creating Safebox with arduino Uno, keypad and servomotor to lock and unlock the doors.

simple-deep-learning-projects