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Top 23 Tensorflow Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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gold-miner
๐ฅๆ้็ฟป่ฏ่ฎกๅ๏ผๅฏ่ฝๆฏไธ็ๆๅคงๆๅฅฝ็่ฑ่ฏไธญๆๆฏ็คพๅบ๏ผๆๆ่ฏป่ ๅ่ฏ่ ็็ฟป่ฏๅนณๅฐ๏ผ
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
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d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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datasets
๐ค The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
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face-api.js
JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
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SaaSHub
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Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16
Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23Is t5x an encoder/decoder architecture?
Some more general options.
The Flax ecosystem
https://github.com/google/flax?tab=readme-ov-file
or dm-haiku
https://github.com/google-deepmind/dm-haiku
were some of the best developed communities in the Jax AI field
Perhaps the โtraxโ repo? https://github.com/google/trax
Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...
Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py
As a beginner, I was looking for something simple and flexible for developing deep learning models and that is when I found Keras. Many AI/ML professionals appreciate Keras for its simplicity and efficiency in prototyping and developing deep learning models, making it a preferred choice, especially for beginners and for projects requiring rapid development.
Project mention: OpenAI โ Application for US trademark "GPT" has failed | news.ycombinator.com | 2024-02-15task-specific parameters, and is trained on the downstream tasks by simply fine-tuning all pre-trained parameters.
[0] https://arxiv.org/abs/1810.04805
Project mention: Show HN: Memories, FOSS Google Photos alternative built for high performance | news.ycombinator.com | 2024-03-21I have been using https://www.photoprism.app for a couple of years, and it works better than expected, with the latest updates it's actually quite fast and the face tagging works reasonably well.
22. Ray | Github | tutorial
Project mention: Visualizer for neural network, deep learning and machine learning models | news.ycombinator.com | 2023-12-26
virtual dj and others stem separator is shrinked model of this https://github.com/deezer/spleeter you will get better results downloading original + their large model.
Project mention: Intuituvely Understanding Harris Corner Detector | news.ycombinator.com | 2023-09-11The most widely used algorithms for classical feature detection today are "whatever opencv implements"
In terms of tech that's advancing at the moment? https://co-tracker.github.io/ if you want to track individual points, https://github.com/matterport/Mask_RCNN and its descendents if you want to detect, say, the cover of a book.
Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12ncnn uses Vulkan for GPU acceleration, I've seen it used in a few projects to get AMD hardware support.
https://github.com/Tencent/ncnn
Project mention: ๐๐ 23 issues to grow yourself as an exceptional open-source Python expert ๐งโ๐ป ๐ฅ | dev.to | 2023-10-19
Then I used face-api.js to find the coordinates of each eye.
Project mention: Multimillion-dollar L.A. heist was seamless, sophisticated, stealthy | news.ycombinator.com | 2024-04-10
See also https://github.com/unifyai/ivy which I have not tried but seems along the lines of what you are describing, working with all the major frameworks
You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.
Tensorflow related posts
- My Favorite DevTools to Build AI/ML Applications!
- Release: Keras 3.3.0
- Multimillion-dollar L.A. heist was seamless, sophisticated, stealthy
- Schedule-Free Learning โ A New Way to Train
- PyTorch Library for Running LLM on Intel CPU and GPU
- BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard
- Open Source Ascendant: The Transformation of Software Development in 2024
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024
Index
What are some of the best open-source Tensorflow projects? This list will help you:
Project | Stars | |
---|---|---|
1 | tensorflow | 182,456 |
2 | transformers | 124,557 |
3 | Keras | 60,937 |
4 | Real-Time-Voice-Cloning | 50,738 |
5 | TensorFlow-Examples | 43,200 |
6 | bert | 36,992 |
7 | gold-miner | 33,359 |
8 | PhotoPrism | 32,525 |
9 | Ray | 30,988 |
10 | data-science-ipython-notebooks | 26,459 |
11 | netron | 26,040 |
12 | handson-ml | 25,090 |
13 | spleeter | 24,878 |
14 | DeepSpeech | 24,278 |
15 | Mask_RCNN | 24,119 |
16 | d2l-en | 21,628 |
17 | ncnn | 19,176 |
18 | datasets | 18,376 |
19 | face-api.js | 16,076 |
20 | best-of-ml-python | 15,302 |
21 | frigate | 14,547 |
22 | ivy | 14,022 |
23 | supervision | 13,984 |
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