Balasundaram Chinnaiyan's repositories
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Pedestrian-Attribute-Recognition-Paper-List
Paper list on Pedestrian Attribute Recognition (PAR) and related tasks (Pattern Recognition 2021)
USB-Camera
Code examples for running V4L2 USB Cameras on NVIDIA Jetson Developer Kits
AI-thinker-esp32-cam
Motion-based and periodic camera surveillance using ESP32 Cam on AI Thinker
balasundaramc
Config files for my GitHub profile.
ChatCSV-Llama2-Chatbot
ChatCSV bot using Llama 2, Sentence Transformers, CTransformers, Langchain, and Streamlit.
csharp-quick-reference-guide
C# simple guide - Discovering csharp through code samples.
depthai-experiments
Experimental projects we've done with DepthAI.
depthai_hand_tracker
Running Google Mediapipe Hand Tracking models on Luxonis DepthAI hardware (OAK-D-lite, OAK-D, OAK-1,...)
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
ESP32-Cam-Demos
Demo projects working with ESP32 Cam Arduino board
ESP32-CAM_MJPEG2SD
ESP32 Camera motion capture application to record JPEGs to SD card as AVI files and stream to browser as MJPEG. If a microphone is installed then a WAV file is also created. Files can be uploaded via FTP or downloaded to browser.
facedetection
Easy face detection using openCV
hmtl
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
LLaMA-Efficient-Tuning
Easy-to-use LLM fine-tuning framework (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM2)
medium_articles
Scripts/Notebooks used for my articles published on Medium
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
object-tracking-line-crossing-area-intrusion
Deep learning based object tracking with line crossing and area intrusion detection
SCA
Foecasting-Time series data
SecurityCamera
A Raspberry Pi camera system with a live video feed, motion detection system, H.264 mp4 recording capabilities and a storage management system with support for remote storage. The recorder supports pre-motion frame recording and no internet environments (e.g. Wildlife cameras).
spark-nlp
State of the Art Natural Language Processing
tensorrt-examples
TensorRT Examples (TensorRT, Jetson Nano, Python, C++)
ThatProject
ESP32 MQTT
Thin-Plate-Spline-Motion-Model
[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.
uwsgi-nginx-flask-docker
Docker image with uWSGI and Nginx for Flask applications in Python running in a single container. Optionally with Alpine Linux.