mlkit
google-research
Our great sponsors
mlkit | google-research | |
---|---|---|
5 | 94 | |
3,289 | 32,569 | |
2.7% | 1.6% | |
4.4 | 9.6 | |
23 days ago | about 21 hours ago | |
Java | Jupyter Notebook | |
Apache License 2.0 | Apache License 2.0 |
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.
mlkit
-
MLKit and ArCore
I used ML Kit pos estimation API. I followed New features in ML Kit video and building use cases playlist. I tried to understand googlesamples/mlkit and tensorflow/examples but I barely understand, where the define the processor, and I loos it when it comes to the cameraSource file. eventually I created a runnable application.
-
Android QR Code Detection with TensorFlow Lite
To understand the implementation of getBitmap(), please refer to BitmapUtils.java.
-
Real-time Android QR Code Recognition with YOLO and Dynamsoft Barcode Reader
Next, we draw an overlay above the camera preview. There is an excellent GraphicOverlay class provided by Android ML Kit demo project. We don't need to reinvent the wheel:
-
Google ML Kit vs. Dynamsoft's SDK: Scan High Density QR Codes on Android Devices
Download the sample code of ML Kit vision.
-
MLKit: Shallow comparison with Vision.
MLKit is distributed by CocoaPods, no Carthage or SMP support, but at least we ask Google to add such options...
google-research
-
Vector Databases: A Technical Primer [pdf]
There are options such as Google's ScaNN that may let you go farther before needing to consider specialized databases.
https://github.com/google-research/google-research/blob/mast...
- Smerf: Streamable Memory Efficient Radiance Fields
-
Shisa 7B: a new JA/EN bilingual model based on Mistral 7B
You could also try some dedicated translation models like https://huggingface.co/facebook/nllb-moe-54b (or https://github.com/google-research/google-research/tree/master/madlad_400 for something smaller) and see how they do.
- Mastering ROUGE Matrix: Your Guide to Large Language Model Evaluation for Summarization with Examples
-
Announcing xAI July 12th 2023
Our team is led by Elon Musk, CEO of Tesla and SpaceX. We have previously worked at DeepMind, OpenAI, Google Research, Microsoft Research, Tesla, and the University of Toronto. Collectively we contributed some of the most widely used methods in the field, in particular the Adam optimizer, Batch Normalization, Layer Normalization, and the discovery of adversarial examples. We further introduced innovative techniques and analyses such as Transformer-XL, Autoformalization, the Memorizing Transformer, Batch Size Scaling, and μTransfer. We have worked on and led the development of some of the largest breakthroughs in the field including AlphaStar, AlphaCode, Inception, Minerva, GPT-3.5, and GPT-4.
-
OpenAI: AI systems will exceed expert skill level in most domains within the next 10 years!
How about Google Research https://research.google/
-
Why Nobody Is Talking About Google muNet ?
Github
Github: https://github.com/google-research/google-research/tree/master/muNet
-
Top 10 Best Vector Databases & Libraries
ScaNN (Scalable Nearest Neighbors, Google Research) → A library for efficient vector similarity search, which finds the k nearest vectors to a query vector, as measured by a similarity metric. Vector similarity search is useful for applications such as image search, natural language processing, recommender systems, and anomaly detection.
-
Alternatives to Pinecone? (Vector databases) [D]
I'm curious if anyone has discovered a vector database that is compatible with the ScaNN method? (https://github.com/google-research/google-research/tree/master/scann)
What are some alternatives?
ZXing - ZXing ("Zebra Crossing") barcode scanning library for Java, Android
react-native-tesseract-ocr - Tesseract OCR wrapper for React Native
OpenCV - Open Source Computer Vision Library
android-camera2-preview-qr-code-scanner
react-native-vision-camera - 📸 A powerful, high-performance React Native Camera library.
react-native-camera - A Camera component for React Native. Also supports barcode scanning! [Moved to: https://github.com/react-native-camera/react-native-camera]
ZBar - Clone of the mercurial repository http://zbar.hg.sourceforge.net:8000/hgroot/zbar/zbar
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
fast-soft-sort - Fast Differentiable Sorting and Ranking
faiss - A library for efficient similarity search and clustering of dense vectors.
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
Milvus - A cloud-native vector database, storage for next generation AI applications