Sarmad Ahmad's starred repositories
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
Code-Future-Frame-Prediction
[CVPR 2018] Future Frame Prediction for Anomaly Detection (pytorch implementation)
Future-Frame-Prediction-Using-Deep-Learning
A model that predicts the future frame based on the movement of objects in the previous set of N frames.
ydata-synthetic
Synthetic data generators for tabular and time-series data
techniques
Techniques for deep learning with satellite & aerial imagery
Instance-segmentation-with-MaskRCNN-on-Custom-dataset
Training a model for Instance segmentation and object detection with MaskRCNN with TensorFlow on a custom selected dataset from the open image.
UR5-Pick-and-Place-Simulation
Simulate the iteration of a UR5 robot with Lego bricks
hw01_UR5_coppeliaSim
Implement the inverse kinematics of a UR5 employing the Poduct of Exponentials approach and control the UR5 in coppeliaSim using Python.
PAROL6-Desktop-robot-arm
BOM, STL files and instructions for PAROL6 3D printed robot arm
pytorch-segmentation-detection
Image Segmentation and Object Detection in Pytorch
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Fruit-Picking-Robot
Modelling, Designing, Inverse Kinematics and Forward Kinematics of Fruit Picking Robot.
Movie-Recommendation-system
In this project I train different models to recommend movies, such as a Decision Tree Classifier, A Random Forest Classifier, A K nearest Neighbour Classifier and a LightGBM Classifier, a User based Collaborative Filtering model
Web-Scraping-Best-Buy
Advance Data Science Project 1 Scraping Best Buy website
Starbucks-Recommender-System
Starbucks Recommender System_Collaborative Filtering_XGBoost_Data Science_Random Forest
Deep-Learning-Projects.pytorch
A PyTorch collection of deep learning beginners projects
Free-Certifications
A curated list of free courses & certifications.
NLP-Sentiment-Analysis-of-Amazon-Reviews
Built a highly-accurate NLP sentiment classifier using real Amazon reviews.
free-programming-books
:books: Freely available programming books
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
machine-learning-andrew-ng
Implementations in python of methods and programming assignments of course Machine Learning of Coursera by Andrew Ng
build-your-own-x
Master programming by recreating your favorite technologies from scratch.