janhavisawal's repositories
ALPR-and-Identification-for-Indian-Vehicles
Repository for Smart India Hackathon 2020.
Automatic-Helmet-Detection-from-a-Bike-Rider
This project built for detecting bike riders who are not wearing helmets and Sends automated tax bill for violating traffic rules by detecting their number plates of the bike
Bottles-Label-Extractor
This fun little project will help you to learn how to extract labels from bottles and flatten them to get the original printed label.
COVID-CT-Mask-Net
Segmentation and Classification models for COVID CT scans (COVID, pneumonia, normal) based on Mask R-CNN.
Document-Image-Classification-with-Intra-Domain-Transfer-Learning-and-Stacked-Generalization-of-Deep
RVL-CDIP could be looked at as the equivalent of ImageNet for the document image community. It’s certainly the largest we’ve seen in the literature. There are 400,000 total document images in the dataset. The dataset contains much noise and variance in composition of each document class. Uncompressed, the dataset size is ~100GB, and comprises 16 classes of document types, with 25,000 samples per classes. Example classes include email, resume, and invoice. Achieved an Accuracy of over 93% which beat the benchmark score of 92% based on https://paperswithcode.com/sota/document-image-classification-on-rvl-cdip
extraction_and_translation_of_text_from_image
In this project ,i have extracted text of any language from the image and after that translate that text into english language
face-mask-detection
Face Mask Detection with Buzzer and Live FPS count using Python, Tensorflow, Keras, etc.
flask-soft-ui-dashboard
Soft UI Dashboard - Open-source Flask Dashboard | AppSeed
food-detection-yolov5
Food detection web app using YOLOv5 on images, videos, youtube urls. Also analyze nutrients of meal in the image.
Helmet-Detector
Using Keras and TensorFlow to train a classifier to automatically detect whether a person is wearing a helmet or not by fine-tuning the MobileNet V2 architecture.
herokuobjectdetection
This is the code for Medium tutorial
Iris-Classifier-ML-Web-App
A website built using streamlit that classifies iris flowers , giving user 3 different option of machine learning model to use
Object-Detection-API
Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
Road-surface-detection-and-differentiation-considering-surface-damages
Semantic Segmentation in road surfaces, considering different pattern like asphalt, unpaved, potholes, etc.
smart-traffic-monitoring-system
Yolo TensorFlow OpenCV CCTV monitoring and alerting system based on object detection
smplify-x
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
Social-Distancing-and-Face-Mask-Detection
Social distance monitoring and face mask detection system using a deep learning model has been implemented to tackle the COVID-19 situation.
Stock-Prediction-Portfolio-Optimization
A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models on multiple stocks to generate Buy/Sell signals. This is a WIP and I will keep on adding new ideas to this in future.
Streamlit_DataScience_Apps
Streamlit Data Science and ML Apps in Python
tessdata_arabic
Finetuned traineddata files for Arabic
Traffic-Net
A dataset of traffic, fire and accident images for training deep learning models.
Traffic-Signal-Violation-Detection-System
A Computer Vision based Traffic Signal Violation Detection System from video footage using YOLOv3 & Tkinter. (GUI Included)
twitter_bot
Building a twitter bot in Python
vehicle-detection-by-using-camera
vehicle detection by using camera