Ai as a Web Service [ API ]

cartoon of child

Toxic Text DetectorOffline

Promote safe and open dialogue by using Ai to automatically analyze comments and reviews for toxicity.

Kaggle Notebook

AUC Score: 0.88
Access: Web and API
App type: Flask

wheat image

Automated Wheat Counter

Use computer vision to automatically count wheat heads on wheat images.

Kaggle Notebook

MAE: 5.03
Count Error: 20.5 %
Batch Processing: No
Access: Web and API
App type: Flask

Medical Diagnosis Tools

skin lesion image

Skin Lesion Analyzer

Automatically analyze a picture of a skin lesion and classify it into one of 7 types, including melanoma.

Kaggle Notebook

F1 Score: 81%
Batch Processing: Yes
Model Size: 27MB
App type: Tensorflow.js

histopathology image

Breast Cancer Analyzer

Automatically detect metastatic cancer and invasive ductal carcinoma on histopathology image patches.

Kaggle Notebook

IDC F1 Score: 88%
Metastatic F1 Score: 94%
Batch Processing: Yes
Model Size: 26MB
App type: Tensorflow.js

fundus eye image

Diabetic Retinopathy Analyzer

Automatically detect diabetic retinopathy on fundus (eye) images.

Kaggle Notebook

F1 Score: 96%
Batch Processing: Yes
Model Size: 27MB
App type: Tensorflow.js

chest x-ray

Child Pneumonia Diagnoser

Detect Bacterial and Viral Pneumonia in children aged 1 to 5.

Kaggle Notebook

F1 Score: 75%
Batch Processing: Yes
Model Size: 33MB
App type: Tensorflow.js

brain CT image

Intracranial Hemorrhage Analyzer

Automatically detect and isolate intracranial hemorrhages (bleeding) on brain CT images.

Kaggle Notebook

F1 Score: None
Batch Processing: No
Model Size: 50MB
App type: Tensorflow.js

chest x-ray

Tuberculosis (TB) Analyzer

Automatically detect TB on chest x-rays.

Kaggle Notebook

F1 Score: 81%
Batch Processing: Yes
Model Size: 7MB
App type: Tensorflow.js

Laboratory Tools

malaria cell image

Malaria Cell Analyzer

Automatically diagnose malaria in segmented red blood cell images.

Kaggle Notebook

F1 Score: 97%
Batch Processing: Yes
Model Size: 36MB
App type: Tensorflow.js

cell mask image

Cell Counting Tool

Automatically count cells on a cell mask microscopy image.

Kaggle Notebook

Max Counting Error: 3
Batch Processing: No
Model Size: 91MB
App type: Tensorflow.js

Agriculture Tools

weed image

Weed Detector

Use computer vision to detect weed seedlings.

Kaggle Notebook

F1 Score: 78%
Batch Processing: No
Model Size: 20MB
App type: Tensorflow.js

bee image

Bee Hive Health Analyzer

Assess bee hive health by analyzing a bee image.

Kaggle Notebook

F1 Score: 94%
Batch Processing: No
Model Size: 27MB
App type: Tensorflow.js

rice leaf image

Rice Leaf Disease Analyzer

Automatically detect 3 types of rice leaf diseases.

Kaggle Notebook

F1 Score: 100%
Batch Processing: No
Model Size: 18MB
App type: Tensorflow.js

apple tree leaf image

Apple Leaf Health Analyzer

Automatically analyze the health of apple tree leaves - detect three disease classes.

Kaggle Notebook

F1 Score: 91%
Batch Processing: No
Model Size: 18MB
App type: Tensorflow.js

wheat image

Automated Wheat Counter

Use computer vision to automatically count wheat heads on wheat images.

Kaggle Notebook

MAE: 5.03
Count Error: 20.5 %
Batch Processing: No
Access: Web and API
App type: Flask

Art by Ai

painted selfie

Selfie Painter

Let an Ai artist convert your selfie into a painting.

Kaggle Notebook

F1 Score: None
Batch Processing: No
Model Size: 8MB
App type: Tensorflow.js