Muhammad Shifa's Projects
This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.
Code for automatically measuring the temperature of people using a thermal camera.
WebRTC and ORTC implementation for Python using asyncio
Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. The goal of Horovod is to make distributed deep learning fast and easy to use.
Anomaly Detection / Outlier Detection with simple example for Beginner as supervise and unsupervised learning
Fine-tuned the top layers of a pre-trained ResNet-152 model to accurately classify images, videos and live feed.
[Preprint] AvatarGen: A 3D Generative Model for Animatable Human Avatars
A curated list of references for MLOps
ššš A collection of some awesome public YOLO object detection series projects.
Papers, code and datasets about deep learning and multi-modal learning for video analysis
transfer the makeup style of a reference face image to a non-makeup face
š A ranked list of awesome machine learning Python libraries. Updated weekly.
let's chat/talk with Ollama models through browser based application.
Experiments with implementing a CNN in numpy.
Visualize How Convolutional Neural Networks Work with Keras
PyTorch codes for "Towards Robust Blind Face Restoration with Codebook Lookup Transformer" (NeurIPS 2022)
Terminal string styling done right, in Python :snake: :tada:
Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.
Cosmetic Recommendation Engine
Daily Dose of Neural Network that Everyone Needs
Daily Neural Network Practice Season 3! ( Finishing up Masters)
Understanding Data and Machine Learning Models with Visualizations
Demo's a set of end-to-end pipelines for image classifciation
Repository for the Learning Path Data Scientist in Python from DataQuest
Deep fake memes with First Order Motion Model for Image Animation
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Deep Learning Papers on Medical Image Analysis
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning