imgbeddings
Scada-LTS
Our great sponsors
| imgbeddings | Scada-LTS | |
|---|---|---|
| 8 | 3 | |
| 122 | 645 | |
| - | 3.6% | |
| 0.0 | 9.4 | |
| about 2 years ago | about 23 hours ago | |
| Python | Java | |
| MIT License | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
imgbeddings
- FLaNK Stack Weekly for 20 Nov 2023
-
Content-Based Image Retrieval
Seconding the recommendation of CLIP embeddings, especially compared to image histograms + requiring OpenCV.
I wrote a naive, minimal dependency Python package to calculate image embeddings (https://github.com/minimaxir/imgbeddings) with some lookup demo notebooks and it works well in a pinch, although it's due for an upgrade.
-
How to build a working AI only using synthetic data in just 5 minutes
Normally, this is Hacker News reductiveness, but yes, image classification via CLIP is that easy, especially with Hugging Face's API for it: https://huggingface.co/docs/transformers/model_doc/clip
I created a Python package to generate image embeddings from CLIP's vision model (without requiring a ML framework), and a simple linear classifier on those embeddings does the trick: https://github.com/minimaxir/imgbeddings
- GitHub - minimaxir/imgbeddings: Python package to generate image embeddings with CLIP without PyTorch/TensorFlow
- Show HN: Python package to create image embeddings without PyTorch/TensorFlow
- I've released a Python package which lets you generate vector representations of images clustering/similarity search/classifier building with a twist: neither PyTorch nor TensorFlow is used!
- [P] I've released a Python package which lets you generate vector representations of images with a twist: neither PyTorch nor TensorFlow is used!
- Show HN: Python package to create image embeddings with o PyTorch/TensorFlow
Scada-LTS
- FLaNK Stack Weekly for 20 Nov 2023
-
Is there any free open source SCADA software available?
Scada-LTS
-
Are there any hack labs to practice on for ICS/SCADA security?
SCADA-LTS and SCADABr to simulate your environment; potentially OpenPLC
What are some alternatives?
ai-music - A vanilla Trasformer Decoder music generation model trained on Final Fantasy OST MIDI songs
pycomm3 - A Python Ethernet/IP library for communicating with Allen-Bradley PLCs.
TwoPhotosOnA6x4 - Stitches 2 photos for printing on a 6"x4" photo.
QSimpleScada - Qt based simple SCADA framework, with dashboard, static and dynamic components
FLaNK-EveryTransitSystem - Every transit system
FUXA - Web-based Process Visualization (SCADA/HMI/Dashboard) software
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
awesome-industrial-control-system-security - A curated list of resources related to Industrial Control System (ICS) security.
screenshot-to-code - Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
tahu - Eclipse Tahu addresses the existence of legacy SCADA/DCS/ICS protocols and infrastructures and provides a much-needed definition of how best to apply MQTT into these existing industrial operational environments.
dalle2-in-python - Use DALL·E 2 in Python
ckSCADA - Industrial SCADA Based on Kafka