Top 23 resnet Open-Source Projects

• pytorch-image-models

  35 29,751 9.4 Python

  PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  

Project mention: FLaNK AI Weekly 18 March 2024 | dev.to | 2024-03-18

• tensorrtx

  3 6,556 8.0 C++

  Implementation of popular deep learning networks with TensorRT network definition API

• InfluxDB

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• segmentation_models

  8 4,602 0.0 Python

  Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

• facenet-pytorch

  4 4,144 3.8 Python

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

Project mention: [D] Fast face recognition over video | /r/MachineLearning | 2023-04-22

Hijacking this comment because i've been working nonstop on my project thanks to your suggestion. I'm now using this https://github.com/derronqi/yolov8-face for face detection and still the old face_recognition for encodings. I'm clustering with dbscan and extracting frames with ffmpeg with -hwaccel on. I'm planning to try this: https://github.com/timesler/facenet-pytorch as it looks like it would be the fastest thing avaiable to process videos? Keep in mind i need to perform encoding other than just detection because i want to use DBscan (and later also facial recognition, but this might be done separately just by saving the encodings). let me know if you have any other suggestions, and thanks again for your help

• Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

  2 4,038 0.0

  Tools to Design or Visualize Architecture of Neural Network

Project mention: Programs to create model architectures schemes | /r/learnmachinelearning | 2023-05-31

I can recommend this repo it offers a lot of visualization methods for neural networks.

• mmpretrain

  2 3,156 7.8 Python

  OpenMMLab Pre-training Toolbox and Benchmark

  

• X-AnyLabeling

  1 2,416 9.5 Python

  Effortless data labeling with AI support from Segment Anything and other awesome models.

Project mention: X-AnyLabeling: Effortless Data Labeling with AI, Segment Anything and Others | news.ycombinator.com | 2024-03-19

• WorkOS

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  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.

  

• pytorch_resnet_cifar10

  1 1,133 0.0 Python

  Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

• pytorch-image-classification

  1 899 2.6 Jupyter Notebook

  Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

• pytorch2keras

  2 846 0.0 Python

  PyTorch to Keras model convertor

Project mention: Help Needed: Converting PlantNet-300k Pretrained Model Weights from Tar to h5 Format Help | /r/learnpython | 2023-06-09

It's almost certainly a pickled pytorch model so you will first need to load it using pytorch and then write it out to h5 (legacy keras format) with https://github.com/gmalivenko/pytorch2keras.

• Adan

  1 726 4.4 Python

  Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

  

• LibtorchTutorials

  1 639 0.0 C++

  This is a code repository for pytorch c++ (or libtorch) tutorial.

• Real-time-GesRec

  1 590 0.0 Python

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

• DeepFake-Detection

  1 464 0.0 Python

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

  

• maxvit

  1 418 0.0 Jupyter Notebook

  [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

  

• SegmentationCpp

  3 402 3.4 C++

  A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

• iSeeBetter

  3 348 0.0 C++

  iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

• flaxmodels

  1 222 3.1 Python

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

• jax-resnet

  1 98 0.0 Python

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

• SPOT-RNA

  1 86 10.0 Perl

  RNA Secondary Structure Prediction using an Ensemble of Two-dimensional Deep Neural Networks and Transfer Learning.

Project mention: Can I get dot-bracket notation from a .bpseq file? | /r/bioinformatics | 2023-07-02

Hello. I'm playing around with the tool SPOT-RNA which generates `.bpseq`, `.ct`, and `.prob` files when given a `.fasta` file. Optionally, I can pass the tool `--plots True` to generate image files of the secondary structure, but I actually just want a text version of the secondary structure in dot-bracket notation. Is there a way to derive this format from one of the output files? I'm pretty new to biology (my background is software engineering and CS) so if there's something obvious, it's over my head.

• Gradient-Samples

  0 61 0.0 C#

  Samples for TensorFlow binding for .NET by Lost Tech

  

• strv-ml-mask2face

  1 52 0.0 Jupyter Notebook

  Virtually remove a face mask to see what a person looks like underneath

  

• ModelZoo.pytorch

  1 48 0.0 Python

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

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