22 skills found
ZLkanyo009 / MQBench QuantizeQAT(quantize aware training) for classification with MQBench
zdq-1 / Laji项目描述：项目基于 CNN，通过深度学习技术自动分类垃圾，以提高垃圾分类的效率和准确性。系统集成了多种先进 的图像识别模型，如 MobileNetV2、ResNet50 和 EfficientNetB0，以适应不同的计算需求和环境限制。 项目实现：利用 Python 编程语言和 TensorFlow 框架，项目实现了从数据采集、预处理到模型训练和部署的完整流程。通 过构建 Flask Web 应用，用户可以上传垃圾图片，系统自动识别并分类，准确率高达 98%。
TRahulsingh / DeepfakeDetectorA state-of-the-art, open-source deepfake detection system built with PyTorch and EfficientNet-B0, featuring a user-friendly web interface for real-time image and video analysis.
Geniets / Posture Classification Deep LearningA project comparing a custom CNN and an EfficientNetB0 transfer learning model for classifying sitting posture into "Good" and "Bad" categories using TensorFlow
lazycustard / Deepfake Image Detection SystemThis project uses CNNs with EfficientNetB0 transfer learning for binary deepfake image classification. It incorporates data augmentation, label smoothing, and class rebalancing techniques to enhance generalization. A Gradio interface enables real-time inference to distinguish between authentic and synthetically generated facial images.
koltaib / Melanoma DetectionThis is a project documentation about melanoma detection methods using convolutional neural networks.
LuluW8071 / ASL Alphabet DetectionAmerican Sign Language Alphabet Detection in Real Time using OpenCV-Mediapipe with EfficientNetB0 in PyTorch
CharlesWang185 / Plantvillage Disease ClassifierEnd-to-end CNN-based image classification pipeline for plant leaf disease recognition using the PlantVillage dataset, comparing ResNet-18 and EfficientNet-B0 with transfer learning, quantitative evaluation, and Grad-CAM explainability.
vipinkarthikeyan / UNet With EfficientNet EncoderThe UNet model used for segmentation takes in different encoders. From in-built and pretrained models on Keras to custom encoders with custom weights, the choices are plenty. In this repository I share my compilation of UNet models with EfficientNetB0 to EfficientNetB7 encoder.
louispawaon / Sikwati AI BackendFlask-based API for classifying cacao pod images using an EfficientNetB0 model.
snoop2head / ElimNet🔪 Elimination based Lightweight Neural Net with Pretrained Weights
Raghava716 / Palm Leaf Disease DetectionA Streamlit-based web application that detects palm leaf diseases using a deep learning model (EfficientNetB0). The application allows users to upload palm leaf images and predicts the disease class with confidence.
MarkoHaralovic / DL Cyber AttacksImplementation of Backdoor Attacks and Defenses on Resnet18 and EfficientNetB0. We have implemented Bad Nets and Data Poisoning attacks,along with Neural Cleanse,Fine-Pruning and Jittering defenses, while using Efficient Net B0 and Resnet18.
yadavsidhant / Skin Cancer PredictionSkin cancer is one of the most common cancers worldwide. Early detection and accurate diagnosis are crucial for effective treatment. This project aims to leverage deep learning techniques to classify different types of skin cancer from dermatoscopic images. The EfficientNetB0 model is used due to its balance of efficiency and accuracy.
HarithKavish / SkinNet AnalyzerSkinNet Analyzer: A Deep Learning-Based Skin Disease Detection System - College Final Year (4th year) Project
hualuluu / EfficientNetB0 YoloefficientNetB0-yolo to caffe
hosseinazimi0213120 / DeepLab V3Plus SE EfficientNetB0No description available
tariqshaban / Arabic Sign Language Image ClassificationAn implementation of the Arabic sign language classification using Keras on the zArASL_Database_54K dataset
kzaleskaa / Depth Estimation With CompressionDevelopment of a depth estimation model based on a UNET architecture - connection of Bi-directional Feature Pyramid Network (BIFPN) and EfficientNet.
AmirMShebly / 525 Birds Species Classification Using Efficient NetThis repository implements a multi-class classification model for identifying bird species using transfer learning with the EfficientNetB0 architecture.
