There are 1 repository under efficientnetv2 topic.
PyTorch implementation of EfficientNetV2 family
Multi-backbone, Prune, Quantization, KD
EfficientNetV2 implementation using PyTorch
self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.
EfficientNetV2 pytorch (pytorch lightning) implementation with pretrained model
Pytorch EfficientNetV2 EfficientNetV1 with pretrained weights
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.
Real Time Detection of Anomalous Activity From Videos (mainly crime actvity). Images of the video is trained using AutoEncoder to get the imtermediate feature representation of image & applied svm model for the bag of such features to detect the anomaly & LSTM to detect the type of Anomaly.
EfficientNetV2 based PaDiM
This GitHub repository contains instructions for downloading and utilizing the AI4Food-NutritionDB food image database, as well as different food recognition systems based on Xception and EfficientNetV2 architectures.
Pytorch implementation of efficientnet v2 backbone with detectron2 for object detection (Just for fun)
花分类,使用VGGNet、GoogLeNet、ResNet、DenseNet、EfficientNet和数据集中80%的数据训练识别模型,并对剩下20%的数据集进行测试
Source codes of team TikTorch (1st place solution) for track 2 and 3 of the SHREC2023 Challenge
Implementation of EfficientNetV2 model in TensorFlow 2 Keras.
DeepLabV3+ Implementation using TensorFlow 2
PLANT DISEASE DETECTION USING CNN
DeepLabV3 plus implementation using PyTorch
This is a brief PyTorch implementation of EfficientNetV2, providing with experiments on ImageNet and CIFAR-10/100.
Automated Diagnosis of Pneumonia from Classification of Chest X-Ray Images using EfficientNet
Plant disease detection on PlantVillage dataset using EfficientNetV2-B0
tensorflow network for time series
EfficientNetV2: Smaller Models and Faster Training. PyTorch Implementation of EfficientNetV2 Family
This repository contains code for an image classification model using TensorFlow and Keras. It includes a script for training the model, a script for predicting new images using the trained model, and a sample dataset of images for testing.
This repository holds the downstream task of Face Mask Classification performed on Self Currated Custom Dataset with various State of the Art deep learning models like ViT, BeIT, DeIT, LeViT, ConvNeXt, VGG16, EfficientNetV2, RegNet and MobileNetV3.
Experiment with Centroid Re-ID by Changing Backbone Using EfficientNet-V2 and Adding Re-Identification Based Data Augmentation
EfficientDet in TensorFlow 2.0
Outlier Detection and Deep Learning Classification Project
This repository contains the code and reports for the course INFR11132 Machine Learning Practical. Overall Mark Achieved - 75%
Paper and conference presentation during the 1st year of MSc Data Science & Artificial intelligence
Harmful Brain Activity Detection Classification - Classify seizures and other patterns of harmful brain activity in critically ill patients
Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.
EfficientNetV2 reimplement with Pytorch framework
Final submission project in Belajar Pengembangan Machine Learning by Dicoding Academy about Image Classification Facial Emotion With EfficientNetV2-S Tensorflow