Python resnet

Open-source Python projects categorized as resnet | Edit details

Top 10 Python resnet Projects

  • segmentation_models

    Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

    Project mention: Can we use autoencoders to change an existing image instead of create one from scratch? | reddit.com/r/learnmachinelearning | 2021-12-13

    So, image segmentation (especially for satellite images) is a known problem. Search for semantic segmentation and unet (a model used for semantic segmentation). Also, if you use tensorflow there is this library which I found useful segmentation models.

  • facenet-pytorch

    Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

    Project mention: Query regarding Multiple face recognization system | reddit.com/r/MLQuestions | 2021-11-25

    It's generally better to split the task into a multiple tasks. First I'd want to detect and extract faces. There are a number of pretrained models that you could use for that, e.g. https://github.com/timesler/facenet-pytorch, https://github.com/opencv/opencv/tree/master/data/haarcascades. Once you've extracted faces, you can train a facial recognition using something like a siamese network as you normally would.

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • mmclassification

    OpenMMLab Image Classification Toolbox and Benchmark

    Project mention: how to recognize digits from this pics(i have many of them) so kindly suggest generic that can work for other similar images. I have searched alot for the source code on github but not found the correct solution. most of these solutions were incorrect while other were incomplete. Kindly help me :( | reddit.com/r/computervision | 2021-02-09

    MMClassification or TIMM would be good starting points for training a classification model.

  • pytorch2keras

    PyTorch to Keras model convertor

    Project mention: Is Pytorch good deployment wise? | reddit.com/r/learnmachinelearning | 2021-06-22

    But of course, you can always train a model with one framework and run inference with another. For instance, pytorch2keras does exactly this.

  • Real-time-GesRec

    Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

    Project mention: How to setup gesture recognition on the Nano? | reddit.com/r/JetsonNano | 2021-04-21

    I'm pretty new to the Nano and AI in general, but I'm currently working on a school project that requires me to use the Nano. I was wondering how if there are any good tutorials on how to setup the Nano and it's IMX219 camera so that it can recognize gestures. One of the datasets is this: https://github.com/ahmetgunduz/Real-time-GesRec. Thank you in advanced!

  • DeepFake-Detection

    Towards deepfake detection that actually works (by dessa-oss)

    Project mention: Comercial aprovechando el "Deep fake" con el rostro de Mario Moreno "Cantinflas" para la publicidad de una cadena de supermercados | reddit.com/r/mexico | 2021-05-07
  • flaxmodels

    Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

    Project mention: [P] Training StyleGAN2 in Jax (FFHQ and Anime Faces) | reddit.com/r/MachineLearning | 2021-09-12

    a while ago I posted here regarding a repository containing some pretrained models implemented in Jax/Flax. I decided to add training code for these models. Here is the training code for StyleGAN2: https://github.com/matthias-wright/flaxmodels/tree/main/training/stylegan2

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • jax-resnet

    Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

    Project mention: [P] JAX ResNet - Implementations and Checkpoints for ResNet Variants | reddit.com/r/MachineLearning | 2021-05-02
  • ModelZoo.pytorch

    Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

  • datatap-python

    Focus on Algorithm Design, Not on Data Wrangling

    Project mention: [Project] DataTap provides droplets ( containers for datasets) to make working on popular deep learning datasets easy. | reddit.com/r/MachineLearning | 2021-04-25

    Learn more about how you can start using this here https://github.com/zensors/datatap-python

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 2021-12-13.

Python resnet related posts

Index

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

Project Stars
1 segmentation_models 3,650
2 facenet-pytorch 2,642
3 mmclassification 1,045
4 pytorch2keras 772
5 Real-time-GesRec 409
6 DeepFake-Detection 303
7 flaxmodels 85
8 jax-resnet 59
9 ModelZoo.pytorch 39
10 datatap-python 37
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