Python deep-neural-networks

Open-source Python projects categorized as deep-neural-networks
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Top 23 Python deep-neural-network Projects

deep-neural-networks

  1. faceswap

    Deepfakes Software For All

    Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  3. DeepPavlov

    An open source library for deep learning end-to-end dialog systems and chatbots.

    Project mention: 6 Best Open-Source AI Chatbot Builders 🔥 | dev.to | 2024-10-12

    DeepPavlov: An AI framework for creating highly advanced conversational agents and virtual assistants. It offers pre-built deep learning models and flexibility to develop sophisticated applications. GitHub - DeepPavlov

  4. pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

  5. darkflow

    Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

  6. courses

    This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) (by SkalskiP)

  7. generative_inpainting

    DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

  8. neuralforecast

    Scalable and user friendly neural :brain: forecasting algorithms.

  9. dm-haiku

    JAX-based neural network library

    Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23

    Is 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 “trax” 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

  10. tabnet

    PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

  11. InvoiceNet

    Deep neural network to extract intelligent information from invoice documents.

  12. aimet

    AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

  13. flow-forecast

    Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

  14. torchsde

    Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

  15. deep-head-pose

    :fire::fire: Deep Learning Head Pose Estimation using PyTorch.

  16. dl-4-tsc

    Deep Learning for Time Series Classification

  17. awesome-colab-notebooks

    Collection of google colaboratory notebooks for fast and easy experiments

  18. tensorflow_object_counting_api

    🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

  19. medicaldetectiontoolkit

    The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

  20. onnx-tensorflow

    Tensorflow Backend for ONNX

  21. softlearning

    Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

  22. DeepRobust

    A pytorch adversarial library for attack and defense methods on images and graphs

  23. EmoPy

    A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

  24. compression

    Data compression in TensorFlow (by tensorflow)

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).

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Index

What are some of the best open-source deep-neural-network projects in Python? This list will help you:

# Project Stars
1 faceswap 52,927
2 DeepPavlov 6,767
3 pix2pixHD 6,708
4 darkflow 6,137
5 courses 5,557
6 generative_inpainting 3,314
7 neuralforecast 3,251
8 dm-haiku 2,941
9 tabnet 2,685
10 InvoiceNet 2,543
11 aimet 2,197
12 flow-forecast 2,103
13 torchsde 1,597
14 deep-head-pose 1,579
15 dl-4-tsc 1,574
16 awesome-colab-notebooks 1,391
17 tensorflow_object_counting_api 1,326
18 medicaldetectiontoolkit 1,314
19 onnx-tensorflow 1,292
20 softlearning 1,227
21 DeepRobust 1,006
22 EmoPy 932
23 compression 869

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