efficientnet topic

A list of popular deep learning models related to classification, segmentation and detection problems

gmalivenko

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

qubvel

Implementation of EfficientNet model. Keras and TensorFlow Keras.

qubvel

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

szq0214

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

ekzhang

High level network definitions with pre-trained weights in TensorFlow

taehoonlee

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

calmiLovesAI

tensorflowJS implementation of EfficientNet 🚀

ntedgi

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

zylo117

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...

huggingface