muktajoya

Automated-Food-Ordering-System

This is an website for ordering food via online.Here have Customer, Admin ,Cook and Waiter panel to make order full-fill.Customer can make order food in restaurant and home-delivery both. There have intregated PayPal system also for online payment.Also can pay as offline payment.both with I use PHP(backend), CSS ,HTML,

ClassificationMethods

Compared accuracy of training a model with Different classification methods (SVM, classification tree , Random Forest) vs respective 10 fold Cross validation

Data_Analysis_Visualization

ImageClassification

Detect a image if this is a happy person or sad person

InferencePipeline_Huggingface

LangChainChatbot

Chatbot with LangChain framework with HuggingFace transformer and prompt Templates (Replicate ChatGPT)

mukta-ghosh

muktajoya.github.io

RealTimeObjectDetection

Using OpenCV's pretrained model yolov3 for real time object detection. (faster)

TextClassification

Finetune the Transformer model 'DistilBERT' with PyTorch framework . Then inference on a dataset by using this fine-tuned model with the help of Pipeline.

muktajoya/Automated-Food-Ordering-System

This is an website for ordering food via online.Here have Customer, Admin ,Cook and Waiter panel to make order full-fill.Customer can make order food in restaurant and home-delivery both. There have intregated PayPal system also for online payment.Also can pay as offline payment.both with I use PHP(backend), CSS ,HTML,

muktajoya/mukta-ghosh

muktajoya/RealTimeObjectDetection

Using OpenCV's pretrained model yolov3 for real time object detection. (faster)

muktajoya/TextClassification

Finetune the Transformer model 'DistilBERT' with PyTorch framework . Then inference on a dataset by using this fine-tuned model with the help of Pipeline.

muktajoya/ClassificationMethods

Compared accuracy of training a model with Different classification methods (SVM, classification tree , Random Forest) vs respective 10 fold Cross validation

muktajoya/Data_Analysis_Visualization

muktajoya/ImageClassification

Detect a image if this is a happy person or sad person

muktajoya/InferencePipeline_Huggingface

muktajoya/LangChainChatbot

Chatbot with LangChain framework with HuggingFace transformer and prompt Templates (Replicate ChatGPT)

muktajoya/muktajoya.github.io

muktajoya/Question-AnsweringOnDocuments

QA on documents with LangChain framework and Hugging Face LLM and prompt Templates

muktajoya/SemanticSearchLangChain

muktajoya/Statistical-Scorecard

File of 5 statistical scorecard table. AS official project, so only documentation is presented.