Projects in Awesome Lists by vishnun0027

https://github.com/vishnun0027/densenet-image-classification

This project is focused on developing a Densenet deep learning model to classify images

Last synced: 25 Nov 2024

https://github.com/vishnun0027/crop_disease_classification

Image classification is the process of assigning a label or class to an image based on its visual content. Fine-tuning a Vision Transformer (ViT) on the Crop_Disease dataset involves adapting a pre-trained ViT model specifically for the task of identifying crop diseases in images. This process includes training the model on the Crop_Disease dataset

computer-vision deep-learning image-classification pillow python pytorch streamlit vision-transformer

Last synced: 25 Nov 2024

https://github.com/vishnun0027/sentiment-analysis

Here the several ways to perform sentiment analysis on text data, with varying degrees of complexity and accuracy

bag-of-words deep-learning deep-neural-networks deeplearning gru logistic-regression lstm machine-learning nltk-python rnn rnn-model sentiment-analysis svm-model tensorflow tensorflow2 text-classification text-preprocessing tf-idf tokenizer

Last synced: 25 Nov 2024

https://github.com/vishnun0027/llm-powered-chatbot

implement an LLM-powered chatbot. This chatbot will be able to have a conversation and remember previous interactions.

chat-history chat-model chatbot conversational-ai llm prompt-template streamlit

Last synced: 25 Nov 2024

https://github.com/vishnun0027/llm-function-calling

LLM function calling allows large language models (LLMs) to execute specific tasks by invoking external functions (APIs or plugins) based on user inputs, enhancing their capabilities beyond text generation.

langchain llm llm-function-call tool-calling

Last synced: 22 Dec 2024

https://github.com/vishnun0027/resnet-image-classification

This project is focused on developing a ResNet deep learning model to classify images

image-classification resnet tensorflow

Last synced: 11 Oct 2024

https://github.com/vishnun0027/cnn-image-classification

This project is focused on developing a CNN deep learning model to classify images

cnn-model image-classification python tensorflow

Last synced: 11 Oct 2024

https://github.com/vishnun0027/document-chatbot

A Document ChatBot based on Conversational RAG(Retrieval-augmented generation) that retrieves and summarizes information from uploaded documents

conversational-rag document-chatbot langchain llm python rag streamlit

Last synced: 15 Dec 2024

https://github.com/vishnun0027/pdf-ingestion-qna-app

This Application based on RAG(Retrieval-augmented generation) that allows users to upload PDF documents and ask questions based on the content of those documents.

langchain llm python rag streamlit

Last synced: 15 Dec 2024

https://github.com/vishnun0027/text_classificaion

In this repo i created a Text classification app (flask app ), Text classification is a common NLP task that assigns a label or class to text. One of the most popular forms of text classification is sentiment analysis, which assigns a label like 🙂 positive, 🙁 negative to a sequence of text.

flask-application llm python text-classification

Last synced: 25 Nov 2024

https://github.com/vishnun0027/xception-image-classification

This project is focused on developing a Xception deep learning model to classify images

image-classification tensorflow xception

Last synced: 09 Oct 2024

https://github.com/vishnun0027/vgg-image-classification

This project is focused on developing a VGG deep learning model to classify images

tensorflow vgg

Last synced: 09 Oct 2024

https://github.com/vishnun0027/mobilenet-image-classification

This project is focused on developing a MobileNet deep learning model to classify images

image-classification mobilenet tensorflow

Last synced: 12 Oct 2024

https://github.com/vishnun0027/linear_regression

Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables

linked-list machine-learning python supervised-learning

Last synced: 25 Nov 2024

https://github.com/vishnun0027/rag

Build a Retrieval Augmented Generation (RAG)

chromadb faiss langchain mistral-api python rag retrieval-augmented-generation vector-database

Last synced: 25 Nov 2024

https://github.com/vishnun0027/simple-llm-application

Last synced: 25 Nov 2024

https://github.com/vishnun0027/virtual-try-on-glasses

Virtual mirrors allow you to try on eyeglasses online before you buy them select glass and virtual try on using live video

computer-vision flask-application opencv virtual-mirrors

Last synced: 25 Nov 2024

https://github.com/vishnun0027/fine-tune_llama2

fine-tuning llama2 with parameter-efficient fine-tuning (PEFT) techniques like LoRA or QLoRA.

Last synced: 25 Nov 2024

https://github.com/vishnun0027/text_classification_app

Text classification app(flask app) is a common NLP task that assigns a label or class to text,the most popular forms of text classification is sentiment analysis, which assigns a label like 🙂 positive, 🙁 negative, etc to a sequence of text

finetuning llm nlp text-classification

Last synced: 25 Nov 2024

https://github.com/vishnun0027/image-classification-mastery

Image Classification Mastery is a deep dive into advanced image classification techniques using cutting-edge neural network architectures . This project showcases the implementation, training, and evaluation of these models to achieve superior classification accuracy.

Last synced: 25 Nov 2024

Ecosyste.ms: Awesome