Pinned Repositories
ble-mask-detection-optimised
edge-impulse-cli
Installation of the Edge-Impulse-Cli on Ubuntu/Raspbian/Linux without requirement of administrator permissions or running into npm errors
Gelare
EdgeImpulse and Depth sensing powered LEGO Minstorms robot.
gen2-depthai-experiments
Experiments running Gen2 API, DepthAI on OAK-D. Alteration of existing examples, running models in sync
HapticCV
SpatialAI based Computer Vision for revolutionizing Bicycle Commute with Haptic Stimulus
Oculaspectum
Code and Data for the research paper titled, "Exploring gaze behavior through object detection for walking pedestrians with Homonymous Hemianopia"
Plant-Growth-Estimation-EdgeImpulse
Satellite-Image-Classification
self-sanitisation-person-detetction
This project has been designed for Arduino touch free-challenge Functioning: Usually, in malls or supermarkets, many people touch certain objects in aisles and it is really hard to monitor each object and sanitise each aisle individually. Most of the times, manual sanitisation is completed after each day and individual sanitisation of each aisle is not possible. Sometimes it happens that the food-aisle is more contaminated and the clothes-aisle is less contaminated, hence extra care is required for monitoring and sanitisatio of food-aisle. But such a monitoring solution is not possible manually. Therefore, I decided to make an autonomous solution based on TinyML deployed on Arduino Nano 33 BLE Sense. The person-identification model is highly accurate and uses an arducam which can be used in 5mp or 2mp variants. In solutions that contain ultrasonic sensors, or Lidar sensors, the readings or measurements are not accurate and can send false readings. Hence, the person detction model uses person recogition technology based on TensorflowLite framework. When, 1-50 people are detcted, a green light is switched on which means that the area is yet secure. When, 51-75 people are detected, a yellow light is flashed which means that awareness is required. When, 76-100 people are detected, a red light is flashed which means that people need to carefully touch objects and only touch those objects which are required. When 101-110 people are detected, the UV sanitisation system is activated which sanitises the complete area and objects are secure again. The count is again reset to 0 and the cycle is looped. The people vs Time graph is potrayed on the ThingSpeak web app where mall owners can track the time when the crowd is more or less and accordingly maintain more awareness during peak timings.
Spatio-Temporal-GAN
dhruvsheth-ai's Repositories
dhruvsheth-ai/Face-Mask-Detection
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
dhruvsheth-ai/streamlit-face-mask-detector
A simple Streamlit frontend for a pre-trained MobileNet CNN model + OpenCV for face mask detection in images.
dhruvsheth-ai/tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.
dhruvsheth-ai/YOLOv4-Cloud-Tutorial
This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.
dhruvsheth-ai/a_team
Build4AI
dhruvsheth-ai/arduino-lmic
LoraWAN-in-C library, adapted to run under the Arduino environment
dhruvsheth-ai/AryanSharma5
dhruvsheth-ai/BuildwithAI
Datasets, jupyter notebooks and documentation used for BuildwithAI hackathon
dhruvsheth-ai/Cligi
Cligi is a tool that uses OpenVino and Visualytics to improve interaction and design one to one student teacher metric system using computer vision and deep learning
dhruvsheth-ai/coronavirus-mask-image-dataset
Image dataset from Instagram of people wearing medical masks, no mask, or a non-medical (DIY) mask
dhruvsheth-ai/COVID-19-Authorized-Entry-using-Face-Mask-Detection
The system is designed to detect the faces and to determine whether the person wears a face mask or not. Using the above data, we can decide whether the concerned person can be allowed inside public places such as the market, or a hospital.
dhruvsheth-ai/covid-social-distancing-detection
Personal social distancing detector using Python, a Tensorflow model and OpenCV
dhruvsheth-ai/demo-uber-nyc-pickups
A Streamlit demo to interactively visualize Uber pickups in New York City
dhruvsheth-ai/EleTect
ElephantEdge contest - Complete Machine learning model trained on edge impulse to trace and save elephants. ©DhruvSheth
dhruvsheth-ai/fire-dataset
various of fire pictures and videos in the repository
dhruvsheth-ai/human-wildlife-conflict
Datasets & technology developement of human-wildlife-conflict solutions
dhruvsheth-ai/machine-learning-in-healthcare
Project files created while working through the Udemy course titled, Applied Machine Learning for Healthcare. There are 5 python programming projects in this course: Breast Cancer Detection, Diabetes Onset Prediction, DNA Classification, Heart Disease Prediction, and Autism Screening
dhruvsheth-ai/medical-imaging-datasets
A list of Medical imaging datasets.
dhruvsheth-ai/MKRWAN
An Arduino library for sending and receiving data using LoRaWAN protocol and LoRa® radios.
dhruvsheth-ai/OpenVino-Driver-Behaviour
dhruvsheth-ai/OpenVINO-YoloV3
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
dhruvsheth-ai/pandaset-devkit
dhruvsheth-ai/Pedestron
[Pedestron] Pedestrian Detection: The Elephant In The Room. On ArXiv 2020
dhruvsheth-ai/pigar
:coffee: A fantastic tool to generate requirements.txt for your Python project, and more than that.
dhruvsheth-ai/PlantVillage-Dataset
Dataset of diseased plant leaf images and corresponding labels
dhruvsheth-ai/playground
Play with neural networks!
dhruvsheth-ai/SfmLearner-Pytorch
Pytorch version of SfmLearner from Tinghui Zhou et al.
dhruvsheth-ai/sociopulse
dhruvsheth-ai/teachablemachine-community
Example code snippets and machine learning code for Teachable Machine
dhruvsheth-ai/Vitis_Libraries
Vitis Libraries