Pinned Repositories
Arduino-Computer-Vision-Finger-Counter
This project shows how to use serial communication to send data between machine learning python code (running on a laptop) and an Arduino. Getting a machine learning python script to talk to an Arduino opens up a world of possibilities to experiment with homemade Ai powered devices and robotics products.
Bert-Toxic-Text-Detector
A flask web app that demonstrates a method to use the Bert language model as an Ai microservice.
Breast-Cancer-Analyzer
Ai powered web app to detect Metastatic Cancer and Invasive Ductal Carcinoma in histopathology tissue images.
Intracranial-Hemorrhage-Analyzer
Ai powered web app that automatically detects and segments intracranial hemorrhages on brain CT images - Tensorflow.js
Khuluma-Javascript-Voicebot-ChatGPT
Khuluma is a ChatGPT powered personal voicebot that's built using only HTML, CSS and Javascript. It's like Jarvis from Iron Man.
Raspberry-Pi-Resources-for-Beginners
The Raspberry Pi is the tech equivalent of Harry Potter's magic wand. With knowledge and a little imagination, you can use it to work wonders. This is a list of resources to help you get started.
Skin-Lesion-Analyzer
Ai powered web app that can analyze a picture of a skin lesion and instantly classify it into one of 7 types - including cancerous lesions like melanoma.
Tuberculosis-TB-Analyzer
Ai Powered Web App to Detect TB on Chest X-Rays - Tensorflow.js
Weed-Detector
Ai powered web app to detect weeds by analyzing crop and weed seedlings.
XarpAi-Lung-Opacity-Detector
An Ai powered desktop app that auto detects opacities on chest x-rays. This is a free tool for high volume TB and Pneumonia diagnosis support.
vbookshelf's Repositories
vbookshelf/Skin-Lesion-Analyzer
Ai powered web app that can analyze a picture of a skin lesion and instantly classify it into one of 7 types - including cancerous lesions like melanoma.
vbookshelf/Breast-Cancer-Analyzer
Ai powered web app to detect Metastatic Cancer and Invasive Ductal Carcinoma in histopathology tissue images.
vbookshelf/Weed-Detector
Ai powered web app to detect weeds by analyzing crop and weed seedlings.
vbookshelf/Intracranial-Hemorrhage-Analyzer
Ai powered web app that automatically detects and segments intracranial hemorrhages on brain CT images - Tensorflow.js
vbookshelf/Tuberculosis-TB-Analyzer
Ai Powered Web App to Detect TB on Chest X-Rays - Tensorflow.js
vbookshelf/Rice-Leaf-Disease-Analyzer
Ai powered web app that uses computer vision to detect three types of rice leaf diseases - Tensorflow.js
vbookshelf/Bee-Hive-Health-Analyzer
Ai Powered Web App to determine bee hive health by analyzing a bee image - Tensorflow.js
vbookshelf/Apple-Leaf-Health-Analyzer
Ai powered web app to automatically analyze the health of apple tree leaves.
vbookshelf/Arduino-Computer-Vision-Finger-Counter
This project shows how to use serial communication to send data between machine learning python code (running on a laptop) and an Arduino. Getting a machine learning python script to talk to an Arduino opens up a world of possibilities to experiment with homemade Ai powered devices and robotics products.
vbookshelf/Diabetic-Retinopathy-Analyzer
Ai powered web app to detect diabetic retinopathy on a fundus (eye) image. Diabetic retinopathy causes blindness. This app can help doctors prevent it.
vbookshelf/Child-Pneumonia-Diagnoser
A mobile optimized Ai powered web app to detect bacterial and viral pneumonia on chest x-rays of children aged 1 to 5 - Tensorflow.js
vbookshelf/Art-by-Ai-Selfie-Painter
Ai powered web app that transforms a portrait photo of a person into a painting - Tensorflow.js
vbookshelf/COVID-19-CXR-Analyzer
This flask web app uses a fine tuned Yolov5 model to detect and localize COVID-19 on chest x-rays.
vbookshelf/Diabetic-Retinopathy-Practice-Diagnosis
A simple web interface for nurses to practice diagnosing diabetic retinopathy on a dataset of 3,662 fundus images.
vbookshelf/Selfie-Segmenter
Ai powered web app that takes as input the half-length portrait of a person and outputs a segmented image showing the human separated from the background - Tensorflow.js
vbookshelf/Ikigai-Recommender-System
A multi model recommender system that matches children's career and life skills questions to people who can answer them. This was my solution for the Kaggle Career Village competition.
vbookshelf/Simplistic-Epileptic-Seizure-Detector-with-Alarm
This project shows how to use computer vision to monitor a person who is at risk of having an epileptic seizure. When a seizure is detected a signal is sent to an Arduino to trigger an audible alarm.
vbookshelf/Sound2Vibe-Deaf-Music-and-Gaming-Aid
Sound2Vibe is a prototype electronic open source music and gaming aid for the deaf. It converts sound into vibrations that are transmitted through the body via bone conduction.
vbookshelf/Tuberculosis-TB-Practice-Diagnosis
A simple web interface to practice TB diagnosis on a dataset of 800 chest x-ray images.
vbookshelf/Zindi-LOC-Sea-Turtle-Face-Detector
A method to detect sea turtle faces using a segmentation approach combined with connected components.
vbookshelf/Zindi-Swahili-News-Classification
A rough Pytorch solution for the Zindi Swahili News Classification Competition
vbookshelf/hello-world
The end of the beginning.
vbookshelf/Lung-Segmenter
Ai powered web app to demonstrate in browser lung segmentation - Tensorflow.js
vbookshelf/Malaria-Cell-Analyzer
Ai powered web app to automatically diagnose malaria in segmented red blood cell images - Tensorflow.js
vbookshelf/the-Shy-Developers-Guide-to-World-Domination
A mish mash of practical resources for getting the right mindset, communicating effectively, building commercial Ai web apps and for launching your startup.
vbookshelf/V1-Cell-Counting-Tool
Version 1.0 - Ai powered web app to automatically count cells on a cell mask microscopy image - Tensorflow.js