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
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May 13, 2024 - 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
Google Brain AutoML
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
Bumble's Private Detector - a pretrained model for detecting lewd images
High level network definitions with pre-trained weights in TensorFlow
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
A list of popular deep learning models related to classification, segmentation and detection problems
face recognition training project(pytorch)
PyTorch implementation of EfficientNetV2 family
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."
yolov3 with mobilenetv2 and efficientnet
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