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automatic_damage_assesment_of_vehicles

This project is an attempt to develop a solution where the damage assessment could be done automatically through images for passenger vehicles

car-damage-intensity-detection

The dataset contains 3 folders containing images which describes the intensity of damages as minor , moderate and severe accordingly. The task was to analyse and explore the different feature extraction techniques along with classifiers to check upon the performance of the system. Hereby I worked with 3 different types of approaches to tackle the task

code_refactor

This project is focussed upon code refactoring using langchain and ollama. It will take all the codes inside a folder and convert them into the newer version of the code with proper coding guidelines

computer-vision

data_folder

this contains all the data required for project in this github

datasets

contains small datasets for experimentation purposes

db-agent

This project is focussed on creating an agent takes takes an user query and generates an answer and alos plot the graph whenver required

deep-learning-specialization-andrew-ng-deeplearning.ai-coursera

end_to_end_ml_with_mlflow

end_to_end_project

end_to_end_using_mlops

This is a end to end project implementation using mlops

explore-computer-vision

:camera: :computer: OpenCV 3.1.0 + Python mini-projects using Ubuntu 14.04 LTS and Odroid-XU4

genai_cookbooks

This repository contains all the codes related to langchain , llamaindex and openai. I will keep on updating as in when I keep on reading more documents

generative_ai

gittutorial

grab_ai_for_sea

This project focusses on automatic car recognition which was build using pretrained models

hand-sign-detection-using-cnn

Hand Signs corresponding to digits 0 to 5 are detected using CNN . The programs are being written in Tensorflow

housing-prices-of-boston-dataset

This project explores the power of a predictive model that has been trained and tested over the boston housing data set

image-resolution-enhancement-using-gans

This project takes a low resolution images and tries to generate a high resolution images which looks as realistic as possible. This is achieved by using GANs.

image_similarity

The objective of the project is that given a query image, it will find 3 most similar image from the given image directory

langchain_simplified

This repository contains all the information and different modules of langchain in one places

langgraph

this repository is about different concepts related to langgraph

layer-wise-training-of-nn-using-tensorflow

linear-regression---predict-the-salary-of-the-person-according-to-experience

llm_applications

This project will include rag , agents and multimodal applications

medium_article_generator

This repository contains all the code required to generate medium level articles. The workflow diagram is added below for more reference.

mlflow

This repo contains all the material required to understand how to track your experiments using MLflow

mlflow_tutorial2

mlflow_tutorial3

mlops_deeplearning

This project is an end to end implementation of a deep learning project using MLOPS