Mukta Ghosh's repositories
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,
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.
ClassificationMethods
Compared accuracy of training a model with Different classification methods (SVM, classification tree , Random Forest) vs respective 10 fold Cross validation
ImageClassification
Detect a image if this is a happy person or sad person
LangChainChatbot
Chatbot with LangChain framework with HuggingFace transformer and prompt Templates (Replicate ChatGPT)
Question-AnsweringOnDocuments
QA on documents with LangChain framework and Hugging Face LLM and prompt Templates
Statistical-Scorecard
File of 5 statistical scorecard table. AS official project, so only documentation is presented.