Munjal Patel's repositories
credit_card_default_prediction
End to End Machine Learning project for prediction credit card default in next month.
end_to_end_ml-fitbit_calorie_counter
This is an End to end Machine Learning project based on Flask APIs covering model training and prediction pipelines for finding calorie from fitbit band's data.
restaurant_bot
This project is a whatsapp based restaurant finder chatbot with rasa 2.2 backend and Zomato API to fetch restaurants.
webapp_mlops
This is a simple webapp for wine quality prediction and involves MLOPs including DVC for model and data tracking and Github actions for CI-Cd workflows. The app is deployed on Heroku.
awesome-mlops
A curated list of references for MLOps
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-public-datasets
A topic-centric list of HQ open datasets.
Awesome-VisDrone
You can find the latest data,algorithms, paper in the area of drone based computer vision.
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
face_mask_detector
Face mask detection based on tensorflow 2 object detection API using Efficientdet-D1 model. This project can perform face mask detection on images as well as videos.
face_recognition
Face Recognition project based on MTCNN, Insightface (MXNET) and Keras.
mlflow
Open source platform for the machine learning lifecycle
mlops_main-1
mlops main demo
object_detector_app
Real-Time Object Recognition App with Tensorflow and OpenCV
PAN_Card_OCR_Project
To extract details from Indian National Identification Cards such as PAN (completed) & Aadhar, Passport, Driving License (WIP) in a structured format
roi_selection
Select polygonal region of interest on image using opencv and store the selection coordinates in csv file.
tensorflow2_object_detection_utils
This repo contains files useful for data preparation for model training using Tensorflow 2 object detection API