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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

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

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

mlproject_data

multiple-linear-regresssion---investing-on-companies-depending-on-thier-various-parameters

opencv

Open Source Computer Vision Library