Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionne…

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeX…

Unsupervised classification to improve the quality of a bird song recording dataset

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

BirdClassifier is a deep learning model designed to identify various bird species accurately. It leverages cutting-edge technology, integrating MobileNet-v2 and Convolutional Neural Network (CNN) a…

网络训练、图像预处理以及部分hend功能是基于pc端实现的，只有主干网络部署在fpga上，片上资源无法支持整个网络所需资源，建议添加外部存储及DDR

🔉 👦 👧Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

Python wrapper for the xeno-canto.org API to aid in downloading and managing recordings.

Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)

融合了CBAM与DenseNet121，使用中心损失函数及鸟声融合特征进行数据预处理、鸟声识别等任务

deep learning for image processing including classification and object-detection etc.

Gluon CV Toolkit

A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and t…

Implement Tiny YOLO v3 on ZYNQ

Fully automated machine learning pipeline for bird sound recognition

Implementation of YOLOv3-tiny + Depthwise Separable Convolution on FPGA

激光雷达的结构以及PCB设计文件

The 2018 LifeCLEF bird identification task baseline system.

A python program to calculate the weak-probe electric susceptibility of an atomic ensemble.

FPGA Accelerator for CNN using Vivado HLS

This is a program that provides a graphical solution for the population inversion of the levels 2 and 3 of the Argon laser atomic system.

A Python package for solving the coupled Maxwell-Bloch equations describing the nonlinear propagation of near-resonant light through thermal quantised systems such as atomic vapours.

Wigner 3j, 6j, and 9j symbol calculators, in Java

EQUIB - Fortran Program for Equilibrium Atomic Populations and Line Emissivities

Codes to implement MobileNet V2 in a FPGA

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

Example of a quantum mechanical spin system evolution using the Liouville von Neumann equation (density matrix propagation)

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.