Python resnet

Open-source Python projects categorized as resnet
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Topics: Pytorch Deep Learning pretrained-models Machine Learning Tensorflow
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Top 17 Python resnet Projects

  • pytorch-image-models

    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

  • segmentation_models

    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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • facenet-pytorch

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

  • mmpretrain

    OpenMMLab Pre-training Toolbox and Benchmark

  • X-AnyLabeling

    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

  • pytorch_resnet_cifar10

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

  • pytorch2keras

    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.

  • SaaSHub

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  • Adan

    Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

  • Real-time-GesRec

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

  • DeepFake-Detection

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

  • flaxmodels

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

  • jax-resnet

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

  • 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

  • deepvision

    PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

  • Naruto_Handsign_Classification

    Naruto Hand Gesture Recognition with OpenCV and Transfer Learning

  • ptctrn

    Legacy repo for the Artificial Intelligence capable of patacón recognition (Now on HuggingFace)

  • SaaSHub

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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).

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 pytorch-image-models 29,828
2 segmentation_models 4,611
3 facenet-pytorch 4,167
4 mmpretrain 3,171
5 X-AnyLabeling 2,477
6 pytorch_resnet_cifar10 1,133
7 pytorch2keras 846
8 Adan 727
9 Real-time-GesRec 590
10 DeepFake-Detection 464
11 flaxmodels 222
12 jax-resnet 98
13 ModelZoo.pytorch 48
14 datatap-python 34
15 deepvision 30
16 Naruto_Handsign_Classification 22
17 ptctrn 11

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