Evidently AI VS Lobe

Evidently AI

Open-source monitoring for machine learning models

Lobe

Visual tool for building custom deep learning models

Landing page //
2023-08-19

Landing page //
2021-09-20

How to Monitor Machine Learning Models (Evidently AI)

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Category Popularity

0-100% (relative to Evidently AI and Lobe)

Lobe

AI

24 24%

AI

76% 76

Developer Tools

33 33%

Developer Tools

67% 67

Data Science And Machine Learning

19 19%

Data Science And Machine Learning

81% 81

Open Source

100 100%

Open Source

0% 0

User comments

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Social recommendations and mentions

Based on our record, Lobe should be more popular than Evidently AI. It has been mentiond 15 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Evidently AI mentions (2)

[D] Using MLFlow for model performance tracking
It is doable. However the main focus of MLFlow is in experiment tracking. I would suggest for you to look into another monitoring tools such evidentlyai . You can track more things than performance (e.g.data drift). Which may be helpful in a production setting. Source: over 1 year ago
Five Data Quality Tools You Should Know
Evidently is an open-source Python library that analyzes and monitors machine learning models. It generates interactive reports based on Panda DataFrames and CSV files for troubleshooting models and checking data integrity. These reports show model health, data drift, target drift, data integrity, feature analysis, and performance by segment. - Source: dev.to / over 2 years ago

Lobe mentions (15)

Build end-to-end AI Apps in minutes using just your phone.
This is interesting. The closest I can compare it to is lobe.ai. Source: over 1 year ago
When is Lobe Image Classifying coming
Lobe.ai says object detection is coming soon. Source: over 1 year ago
lobe.ai. new version
I need urgent help please!!! I've just installed the new Version of lobe.ai on my MAC and now, after it has finished, the prediction rate has decreased from more than 90% to 50% :-( :-(. Source: over 1 year ago
Camera Works for "Label" But Not for "Use"
Using lobe.ai 0.10.1130.5 I successfully trained using my Webcam Logitech C920. The camera turned live, and I could take individual and rapid-snap photos. But after proceeding to 'Use', the camera button does show, but nothing happens when I press it, not does hovering raise a floating menu. What am I doing wrong? Source: about 2 years ago
Rasp Pi OS Bullseye has dropped support of PiCamera - breaks Lobe on Rasp P
I'm having similar AttributeError . Wondering if this is due to the recent version changes in lobe.ai? Source: over 2 years ago