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Top 23 Deeplearning Open-Source Projects
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InfluxDB
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AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
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Deeplearning4j
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
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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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mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
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t81_558_deep_learning
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
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clearml
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
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Learn-Datascience-For-Free
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.
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vrn
:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
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MiDaS
Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30
Project mention: Visualizer for neural network, deep learning and machine learning models | news.ycombinator.com | 2023-12-26
Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo: https://github.com/spmallick/learnopencv/tree/master/YOLO-NAS-Pose
Project mention: Modding API for old game: Strategies to ensure it runs on older systems while not losing productivity? | /r/REGames | 2023-05-04
Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.
questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?
Would love to see more progress toward this area!
Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06I don't test WaveRNN but from the ones that I know the best that is open source is FastPitch. And it's easy to use, here is the tutorial for voice cloning.
Project mention: [D] Where can I find a list of the foundational academic papers in RL/ML/DL and what are your go-to places to find new academic papers in RL/ML/DL? | /r/MachineLearning | 2023-07-07Labml.ai stopped working in May. I like https://github.com/dair-ai/ML-Papers-of-the-Week
GitHub - gorgonia/gorgonia: Gorgonia is a library that helps facilitate machine learning in Go.
Project mention: Distance estimation from monocular vision using deep learning | /r/computervision | 2023-06-13Hi, I have made use of the KITTI dataset for this, and yes it depends on objects of know sizes. Here I have defined the following classes: Car, Van, Truck, Pedestrian, Person_sitting, Cyclist, Tram, Misc, or DontCare and the predictions are pretty accurate for those classes. Even if it's not the same class, it still recognizes the object since I have made use of the coco names dataset here and that is used along with YOLO for object detection. And there are several already implemented projects that make use of deep learning models trained on 2D datasets to predict 3D distance. This was one of my inspirations for this project: https://blogs.nvidia.com/blog/2019/06/19/drive-labs-distance-to-object-detection/ Furthermore, there are well-documented and researched papers like DistYOLO or MiDaS that makes use of deep learning for depth estimation
Project mention: Programs to create model architectures schemes | /r/learnmachinelearning | 2023-05-31I can recommend this repo it offers a lot of visualization methods for neural networks.
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 2024-04-07.
Deeplearning related posts
- Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing
- Deeplearning4j Suite Overview
- Visualizer for neural network, deep learning and machine learning models
- Netron: Visualizer for Machine Learning Models
- How do I change the learning hub video resolution?
- QualityScaler 2.11 - image/video AI upscaler app
- QualityScaler 2.11 - image/video AI upscaler app
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A note from our sponsor - InfluxDB
www.influxdata.com | 19 Apr 2024
Index
What are some of the best open-source Deeplearning projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | faceswap | 49,112 |
| 2 | netron | 25,963 |
| 3 | learnopencv | 20,333 |
| 4 | AirSim | 15,844 |
| 5 | Machine-Learning-Tutorials | 14,817 |
| 6 | horovod | 13,942 |
| 7 | Deeplearning4j | 13,408 |
| 8 | mit-deep-learning-book-pdf | 12,284 |
| 9 | ludwig | 10,778 |
| 10 | awesome-semantic-segmentation | 10,220 |
| 11 | NeMo | 9,951 |
| 12 | awesome-chatgpt-zh | 9,817 |
| 13 | ML-Papers-of-the-Week | 8,647 |
| 14 | nebuly | 8,368 |
| 15 | introtodeeplearning | 6,833 |
| 16 | t81_558_deep_learning | 5,661 |
| 17 | Gorgonia | 5,326 |
| 18 | clearml | 5,217 |
| 19 | Learn-Datascience-For-Free | 4,998 |
| 20 | vrn | 4,500 |
| 21 | datascience | 4,062 |
| 22 | MiDaS | 4,057 |
| 23 | Tools-to-Design-or-Visualize-Architecture-of-Neural-Network | 4,021 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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