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Top 334 image-classification open source projects

CV
本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络,图像生成网络等,并会持续更新!!!
Maix-LogoClassifier
A simple logo classifier developed using Maixduino framework and PlatfomIO, to run on K210 MCU on Sipeed's Maix dev board.
catacomb
The simplest machine learning library for launching UIs, running evaluations, and comparing model performance.
tensorflow-classification
A unified program to check predictions of different convolutional neural networks for image classification.
Tensorflow-Dog-Breed-Classifier
Tensorflow Image classifier that can predict the breed of a dog from it photo. Trained on image dataset of 5 different breed of dogs (rottweiler, bulldog, pug, german shepherds, labrador). Interestingly the classifier was able to predict the breed of the dogs even from images of their toys.
sinkhorn-label-allocation
Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.
MixNet-PyTorch
Concise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.
imannotate
Image annotation tool to make Machine Learning or others stuffs
metric-transfer.pytorch
Deep Metric Transfer for Label Propagation with Limited Annotated Data
KerasUI
UI for Keras to implement image classification written in python and django
subwAI
Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification
shake-drop pytorch
PyTorch implementation of shake-drop regularization
head-network-distillation
[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning.
SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
SCL
📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).
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