Awesome Project IdeasCurated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Stars: ✭ 6,114 (+33866.67%)
Pixel level land classificationTutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
Stars: ✭ 217 (+1105.56%)
AutoclintA specially designed light version of Fast AutoAugment
Stars: ✭ 171 (+850%)
Iciar2018Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)
Stars: ✭ 149 (+727.78%)
Mobilenetv3A Keras implementation of MobileNetV3.
Stars: ✭ 181 (+905.56%)
Googlenet InceptionTensorFlow implementation of GoogLeNet and Inception for image classification.
Stars: ✭ 230 (+1177.78%)
IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
Stars: ✭ 163 (+805.56%)
SimMIMThis is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
Stars: ✭ 717 (+3883.33%)
DataturksML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
Stars: ✭ 200 (+1011.11%)
EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
Stars: ✭ 1,920 (+10566.67%)
Tfclassify UnityAn example of using Tensorflow with Unity for image classification and object detection.
Stars: ✭ 140 (+677.78%)
Beauty NetA simple, flexible, and extensible template for PyTorch. It's beautiful.
Stars: ✭ 190 (+955.56%)
TorchdistillPyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
Stars: ✭ 177 (+883.33%)
Architectural Floor PlanAFPlan is an architectural floor plan analysis and recognition system to create extended plans for building services.
Stars: ✭ 165 (+816.67%)
Ml Classifier UiA UI tool for quickly training image classifiers in the browser
Stars: ✭ 224 (+1144.44%)
IpyplotIPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.
Stars: ✭ 152 (+744.44%)
DnaBlock-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)
Stars: ✭ 147 (+716.67%)
Labelimg🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Stars: ✭ 16,088 (+89277.78%)
Nsfw Resnet🔥🔥NSFW implement in pytorch(色情图&性感图识别,本程序经过了线上大数据集测试,性能优异效果良好)🔥🔥
Stars: ✭ 142 (+688.89%)
Remo Python🐰 Python lib for remo - the app for annotations and images management in Computer Vision
Stars: ✭ 138 (+666.67%)
Robot Grasp DetectionDetecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.
Stars: ✭ 134 (+644.44%)
Igcv3Code and Pretrained model for IGCV3
Stars: ✭ 191 (+961.11%)
Transformer In TransformerImplementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
Stars: ✭ 176 (+877.78%)
LibFewShotLibFewShot: A Comprehensive Library for Few-shot Learning.
Stars: ✭ 629 (+3394.44%)
VitAn Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Stars: ✭ 176 (+877.78%)
Wildcat.pytorchPyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
Stars: ✭ 238 (+1222.22%)
ImgclsmobSandbox for training deep learning networks
Stars: ✭ 2,405 (+13261.11%)
pytorch-cifar-model-zooImplementation of Conv-based and Vit-based networks designed for CIFAR.
Stars: ✭ 62 (+244.44%)
GroupimgA script in python to organize your images by similarity.
Stars: ✭ 167 (+827.78%)
CatalystAccelerated deep learning R&D
Stars: ✭ 2,804 (+15477.78%)
Cvpr18 Inaturalist TransferLarge Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
Stars: ✭ 164 (+811.11%)
Nfnets PytorchNFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch
Stars: ✭ 215 (+1094.44%)
IdenprofIdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.
Stars: ✭ 149 (+727.78%)
Image-ClassificationPre-trained VGG-Net Model for image classification using tensorflow
Stars: ✭ 29 (+61.11%)
Pytorch Cifar100Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
Stars: ✭ 2,423 (+13361.11%)
Transfer Learning SuiteTransfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
Stars: ✭ 212 (+1077.78%)
Alexnetimplement AlexNet with C / convolutional nerual network / machine learning / computer vision
Stars: ✭ 147 (+716.67%)
SCL📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).
Stars: ✭ 42 (+133.33%)
NewfeelingsA smart album for Android which use tensorflow to classify images
Stars: ✭ 142 (+688.89%)
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"
Stars: ✭ 27 (+50%)
Scarlet NasBridging the gap Between Stability and Scalability in Neural Architecture Search
Stars: ✭ 140 (+677.78%)
ImageatmImage classification for everyone.
Stars: ✭ 201 (+1016.67%)
Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
Stars: ✭ 139 (+672.22%)
PyramidnetPytorch implementation of pyramidnet
Stars: ✭ 27 (+50%)
Mxnet.sharp.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/
Stars: ✭ 134 (+644.44%)
DeepdetectDeep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Stars: ✭ 2,306 (+12711.11%)
aitlasAiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
Stars: ✭ 134 (+644.44%)
shake-drop pytorchPyTorch implementation of shake-drop regularization
Stars: ✭ 50 (+177.78%)
Computer Vision Guide📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.
Stars: ✭ 244 (+1255.56%)