Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀. Learn more →
Top 23 Deep Learning Open-Source Projects
-
> In practice, scientific computing users rely on the NumPy family of libraries e.g. NumPy, SciPy, TensorFlow, PyTorch, CuPy, JAX, etc..
this is a somewhat confusing statement. most of these libraries actually don't rely on numpy. e.g. tensorflow ultimately wraps c++/eigen tensors [0] and numpy enters somewhere higher up in their python integration
[0] https://github.com/tensorflow/tensorflow/blob/master/tensorf...
-
Project mention: [D] Best Practices for Training From Scratch With Large Datasets | reddit.com/r/MachineLearning | 2022-11-30
I've been working from this as a starting point: https://github.com/huggingface/transformers/tree/main/examples/pytorch/speech-pretraining
-
InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.
-
Project mention: Are there any cpp libraries for converting images into 2d arrays? | reddit.com/r/cpp | 2022-11-26
OpenCV (https://github.com/opencv/opencv) is another well-known choice.
-
I can't get fine-tune the model ron Apple Silicon due to PyTorch supportability issues. I don't have high-hopes it will be supported.
-
Hello world. This tutorial is a gentle introduction to building modern text recognition system using deep learning in 15 minutes. It will teach you the main ideas of how to use Keras and Supervisely for this problem. This guide is for anyone who is interested in using Deep Learning for text recognition in images but has no idea where to start.
-
Project mention: [D] How is it checked if models do not just memorize their training examples? | reddit.com/r/MachineLearning | 2022-04-28
But there's a nice survey on Arxiv here of various deepfake / face swap methods. Some of methods listed in the table on page 4, such as Faceswap and Faceswap-GAN, apparently use encoder-decoder models. I think Faceswap-GAN was the one that I was thinking of in particular; apparently it adds a perceptual loss and an adversarial loss to an autoencoder.
-
-
Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
-
Project mention: ✨ 5 Best GitHub Repositories to Learn Machine Learning in 2022 for Free 💯 | reddit.com/r/learnmachinelearning | 2022-10-14
1️⃣ 100 Days Of ML Code
-
-
I am using https://github.com/iperov/DeepFaceLab and Adobe Video and Picture editing software. You will find all information on github. The hardware is mainly a Zotac RTX 3090 24GB combined with a AMD Ryzen 9 5950X 32GB RAM
-
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
-
-
Project mention: German ad: "Artificial intelligence: the 4 most used drinks will be placed on the main screen" | reddit.com/r/ProgrammerHumor | 2022-09-20
-
Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
Project mention: When do you create new environments to code in? Is there a best practice for this? | reddit.com/r/pytorch | 2022-11-28With regards to best practices, I'd guide my project workflow on the Made With ML blog, specifically the Developing sub-section within the MLOps course section, this blog is a great guideline for structuring any ML/DS project btw
-
Project mention: WebDev Recommendations to Mimic AWS Textract Demo Functionality | reddit.com/r/Frontend | 2022-10-03
I've never used it - but Tesseract.js looks interesting. Perhaps you can use it as a foundation on which to build something like the AWS tool (which seems to work by overlaying an SVG over the top of the image, then manipulates that SVG when user clicks on a results tag to get the word/phrase's highlight box to display)?
-
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
-
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Project mention: How to get rotation (yaw/pitch/roll) from face detection keypoints? | reddit.com/r/tensorflow | 2022-10-31 -
I was going through this example of a LSTM language model on github (link).What it does in general is pretty clear to me. But I'm still struggling to understand what calling contiguous() does, which occurs several times in the code.
-
MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
Project mention: TIL cyber criminals with the help of A.I voice cloning software, used a deepfaked voice of a company executive to fool a Emirati bank manager to transfer 35 million dollars into their personal accounts. The bank manager had recognized the executive's voice from having worked with him before. | reddit.com/r/todayilearned | 2022-09-12Actually, there are already open source implementations available, for example, the MockingBird project on GitHub. It supports English and Mandarin Chinese. For those with enough computation power and willingness to try, you can even make your own voice dataset and train the model to generate ‘your’ sound, simply following the project docs.
-
Project mention: need a book recommendation for machine learning on python | reddit.com/r/learnpython | 2022-05-25
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow is often recommended. You can check out the GitHub repo first: https://github.com/ageron/handson-ml
-
Project mention: MM7 Characters ran through a face restoration algorithm | reddit.com/r/MightAndMagic | 2022-11-07
Link: https://github.com/TencentARC/GFPGAN To get these results I blurred the original images a bit before running through the algorithm, otherwise they look too 3D
-
Project mention: Has anyone here ever used the seaNMF model for short text topic modeling, and be willing to help me get started with it? | reddit.com/r/LanguageTechnology | 2022-11-24
Tokenize with NLTK, SpaCy or CoreNLP
-
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.
-
Scout APM
Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2022-12-01.
Deep Learning related posts
- NOD Ai and AMD have released "Stable Diffusion optimized for AMD RDNA2/RDNA3 GPUs"
- ML-YouTube-Courses: NEW Courses - star count:9394.0
- slow-momentum-fast-reversion: NEW Deep Learning And Reinforcement Learning - star count:100.0
- Stable Diffusion with Core ML on Apple Silicon
- NOD Ai and AMD have released "Stable Diffusion optimized for AMD RDNA2/RDNA3 GPUs"
- Anyone else in favor of a rule against “help me find this song/movie/book/whatever?”
- [R] Latest Trigger Word Detection?
-
A note from our sponsor - Scout APM
scoutapm.com | 1 Dec 2022
Index
What are some of the best open-source Deep Learning projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tensorflow | 169,420 |
| 2 | transformers | 75,115 |
| 3 | OpenCV | 65,115 |
| 4 | Pytorch | 60,605 |
| 5 | Keras | 56,758 |
| 6 | faceswap | 42,849 |
| 7 | TensorFlow-Examples | 42,364 |
| 8 | 100-Days-Of-ML-Code | 39,019 |
| 9 | Real-Time-Voice-Cloning | 37,991 |
| 10 | DeepFaceLab | 35,961 |
| 11 | Deep-Learning-Papers-Reading-Roadmap | 34,262 |
| 12 | yolov5 | 33,311 |
| 13 | Caffe | 32,998 |
| 14 | Made-With-ML | 31,731 |
| 15 | Tesseract.js | 28,761 |
| 16 | machine-learning-for-software-engineers | 26,323 |
| 17 | openpose | 25,469 |
| 18 | pytorch-tutorial | 25,251 |
| 19 | MockingBird | 25,060 |
| 20 | handson-ml | 24,935 |
| 21 | GFPGAN | 24,901 |
| 22 | spaCy | 24,644 |
| 23 | data-science-ipython-notebooks | 24,323 |
Close all those tabs. Zigi will handle your updates.
Zigi monitors Jira and GitHub updates, pings you when PRs need approval and lets you take fast actions - all directly from Slack! Plus it reduces cycle time by up to 75%.
www.zigi.ai