balasundaramc Goto Github PK

ai-thinker-esp32-cam

Motion-based and periodic camera surveillance using ESP32 Cam on AI Thinker

ailc-lectures2021-lab

This is a Pytorch (+ Huggingface transformers) implementation of a "simple" text classifier defined using BERT-based models. In this lab we will see how it is simple to use BERT for a sentence classification task, obtaining state-of-the-art results in few lines of python code.

albert_finetune_with_pretrain_on_custom_corpus

1. Pretrain Albert on custom corpus 2. Finetune the pretrained Albert model on downstream task

analytics

Descriptive, Predictive, and Prescriptive Analytics

arduino

balasundaram_itt

balasundaramc

Config files for my GitHub profile.

chatcsv-llama2-chatbot

ChatCSV bot using Llama 2, Sentence Transformers, CTransformers, Langchain, and Streamlit.

chexnet-with-localization

Weakly Supervised Learning for Findings Detection in Medical Images

computernetworks

:spider_web: Client-Server, Sockets, DNS, TCP/IP, Web Server, Ping, Traceroute, Web Server, Routing, Top-Down Layered Model :satellite:

csharp-quick-reference-guide

C# simple guide - Discovering csharp through code samples.

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

depthai-examples

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

distributedstreamingwithpythonandkafka

simple video stremer with Python and Kafka

docker-development-youtube-series

document-qa

langchain LLM Model

eng-edu

english-to-python-converter

This is an attempt to use transformers and self attention in order to convert English descriptions into Python code.

esp32-cam-demos

Demo projects working with ESP32 Cam Arduino board

esp32-cam_flask

A simple flask server for esp32-cam to upload captured image.

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.

esp32cam-mqtt

Sketch to control an ESP32CAM and export pictures via MQTT

esp32cam-mqtt-1

ESP32Cam with Adafruit IO to send image using PubSubClient library & Python program to subscribe to the same topic.

face-morphing

👯‍♀️ We are more alike than different - morphing one face to another

facedetection

Easy face detection using openCV

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.

gstreamer-python

Fetch RTSP Stream using GStreamer in Python and get image in Numpy