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Top 13 Python Mxnet Projects
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.Project mention: which book to chose for deep learning :lan Goodfellow or francois chollet | /r/learnmachinelearning | 2023-04-07
State-of-the-art 2D and 3D Face Analysis ProjectProject mention: The best way to create a consistent characters a and deepfake in an image. | /r/StableDiffusion | 2023-06-02
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.Project mention: Discussion Thread | /r/neoliberal | 2023-02-10
Broke: using Horovod
The Unified Machine Learning FrameworkProject mention: Ask for help: what is the best way to have code both support torch and numpy? | /r/pytorch | 2023-02-22
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Gluon CV ToolkitProject mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30
https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow
Probabilistic time series modeling in PythonProject mention: gluonts VS darts - a user suggested alternative | libhunt.com/r/gluonts | 2023-04-13
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MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycleProject mention: Any MLOps platform you use? | /r/selfhosted | 2023-02-25
If you're not concerned about self-hosting, WandB is one of the more fully featured training monitoring tools (I've used it in the past without any issues but the lack of data and training privacy and lack of self-hosting possibilities makes it a hard no for anything that isn't scholastic). Polyaxon is an alternative but rewriting all your variable logging to conform to their requirements makes it very difficult to switch to it in the middle of a project so you have to commit to it from the get-go.
🔮 A refreshing functional take on deep learning, compatible with your favorite librariesProject mention: Tinygrad: A simple and powerful neural network framework | news.ycombinator.com | 2022-11-03
I love those tiny DNN frameworks, some examples that I studied in the past (I still use PyTorch for work related projects) :
thinc.by the creators of spaCy https://github.com/explosion/thinc
NLP made easyProject mention: How usable is Julia for Natural Language Processing Machine learning? | /r/Julia | 2022-10-28
A library for training and deploying machine learning models on Amazon SageMakerProject mention: AWS Sagemaker: can you utilize Asynchronous Inference with a Pipeline Model? | /r/aws | 2022-06-18
Not sure why they didn't include that in the SDK. You could create an issue: https://github.com/aws/sagemaker-python-sdk/issues
Transfer Learning library for Deep Neural Networks.
Functions and classes for gradient-based robot motion planning, written in Ivy. (by unifyai)
Python Mxnet related posts
The best way to create a consistent characters a and deepfake in an image.
1 project | /r/StableDiffusion | 2 Jun 2023
the guy who post this : One Click Deep Fakes using Roop -Tutorial is a hacker !!
2 projects | /r/StableDiffusion | 30 May 2023
One Click Deep Fakes using Roop -Tutorial
6 projects | /r/StableDiffusion | 29 May 2023
Little Experiment with InsightFace.ai and Midjourney
1 project | /r/aiArt | 28 May 2023
Faceswap Method for Character Consistency!
1 project | /r/midjourney | 19 May 2023
Doable? Cropping and alignment of photo set based on facial landmarks
3 projects | /r/computervision | 1 Jan 2023
Does anybody have pretrained Webface42M models that they're willing to upload?
1 project | /r/deeplearning | 20 Dec 2022
A note from our sponsor - Sonar
www.sonarsource.com | 4 Jun 2023
What are some of the best open-source Mxnet projects in Python? This list will help you: