heydarimo's Stars
SiavashShams/Neural-Networks-and-Deep-Learning-Course-Projects
Projects for the Neural Networks and Deep Learning course
SiavashShams/Stock-Market-Prediction
Predicting the price of Apple and Google stock using RNN, LSTM, GRU
heydarimo/Stock-Market-Prediction
in this repository we intend to predict Google and Apple Stock Prices Using Long Short-Term Memory (LSTM) Model in Python. Long Short-Term Memory (LSTM) is one type of recurrent neural network which is used to learn order dependence in sequence prediction problems. Due to its capability of storing past information, LSTM is very useful in predicting stock prices.
SiavashShams/DQN-for-OpenAI-LunarLander-v2
LunarLander-v2 learning how to land efficiently using DQN and DDQN for training
SiavashShams/Temperature-Sensors-in-Proteus
Simulations of RTD, thermocouple, Thermistor, and LM20 sensor in Proteus
heydarimo/Text-Generation-Using-Harry-Potter-Book
In this repository, we intend to implement a Recurrent Neural Network that used to generate text using our train data which is the “HARRY POTTER AND THE GOBLET OF FIRE “
SiavashShams/ADC-Implementation-in-STM32
Analog to digital converter code for STM32F4
SiavashShams/Blood-Sugar-Level-Control
Designing controllers to regulate blood sugar levels
SiavashShams/EEG-Signal-Processing
SiavashShams/Generating-Text-using-LSTM
Generating text based on the Harry Potter novel using LSTM
SiavashShams/Intelligent-Systems-Projects
Projects for the Intelligent Systems course
SiavashShams/Object-Detection-Using-YOLOv5
Detecting bocce balls and labeling their color.
SiavashShams/Route-Planning-in-Tehran-with-Dynamic-Programming
Dynamic programming is used to determine the best (shortest) path between two desired points in the city of Tehran.
SiavashShams/Simulation-of-a-Chatroom-Using-Socket-Programming
The code is written in python and sets up a server and client side via socket programming
SiavashShams/Transfer-Learning-Using-VGG19
In this project we will use a VGG19 network pretrained on the ImageNet dataset to classify a dataset containing images of dogs and cats
heydarimo/Contextual-Embedding-Using-RNNs
Contextual embeddings assign each word a representation based on its context, thereby capturing uses of words across varied contexts and encoding knowledge that transfers across languages. in this repository we tend to implement this concept using Recurrent Neural Networks.
heydarimo/Implementing-VGG-19-Using-ImageNet
in this repository we get familiar with the Transfer Learning idea on the ImageNet dataset, in addition, we see how we can employ this vision to implement VGG-19 which is one of the common models of CNNs.
heydarimo/Segmentation-Using-DeepLab
Deep learning based semantic segmentation Using the Deeplab.
heydarimo/Segmentation-Using-FCN
Deep learning based semantic segmentation Using the FCN.
heydarimo/YOLOv5
In this project, I used YOLOv5 for a simple object detection task using python.
SiavashShams/ARM-Processor_With_Forwarding_And_SRAM
The code for the ARM processor with forwarding and SRAM, and the synthesized code for implementation on EP2C70F672C8N FPGA board programmed through Quartus II.
SiavashShams/Contextual-Embeddings-Using-HateBert-and-RNNs
We aim to clasify tweets based on three categories 0: hate, 1: offensive, 2: neutral. For this purpose we use HateBert pretrained model with RNNs as the trainable layers
SiavashShams/Control-of-Inverted-Pendulum
Designing a controller and observer for controlling an inverted pendulum in MATLAB
SiavashShams/Generating-Stuff-with-GANs-and-VAEs
Generating images in different contexts using GANs and Variational Autoencoders
SiavashShams/PWM-Generaton-Distance-Sensors-Pressure-Sensors
Measuring PWM frequency, measuring distance by ultrasound sensors, measuring pressure by pressure sensors with STM32F4 microcontroller
SiavashShams/Reinforcement-Learning-Based-Path-Planning-for-a-Robot
Using policy iteration for guiding a robot to find the optimal (safest and shortest) path between start and end point
SiavashShams/Respiration-Sound-Classification
The project is about classifying respiration sounds as normal or abnormal using machine learning.
SiavashShams/Semantic-Segmentation-Using-Neural-Networks
Segmentation of image parts
SiavashShams/Simulation-of-a-Smart-House
An IoT-based house managing system in the ThingsBoard IoT platform. Transferring data with the server by MQTT protocol.
SiavashShams/Speech-Processing
Speech-to-digit and digit-to-speech conversion by signal processing techniques.