Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with image-classification
A curated list of projects in awesome lists tagged with image-classification .
https://github.com/huggingface/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Last synced: 29 Sep 2024
https://github.com/rwightman/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Last synced: 05 Sep 2024
https://github.com/ultralytics/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
deep-learning hub image-classification instance-segmentation machine-learning obb object-detection pose pytorch tracking ultralytics yolo yolo-world yolov3 yolov5 yolov8
Last synced: 29 Sep 2024
https://github.com/tzutalin/labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
annotations deep-learning detection image-classification imagenet python2 python3 recognition tools
Last synced: 30 Jul 2024
https://github.com/humansignal/labelimg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
annotations deep-learning detection image-classification imagenet python2 python3 recognition tools
Last synced: 29 Sep 2024
https://github.com/HumanSignal/labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
annotations deep-learning detection image-classification imagenet python2 python3 recognition tools
Last synced: 30 Jul 2024
https://github.com/lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
artificial-intelligence attention-mechanism computer-vision image-classification transformers
Last synced: 03 Oct 2024
https://github.com/heartexlabs/label-studio?fbclid=IwAR30j2OmVMcB-TenAczkNwwUsObi8JAOpTNxGFzrmMrJ2pd4-gg_S0D3S78
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Last synced: 18 Aug 2024
https://github.com/humansignal/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Last synced: 29 Sep 2024
https://github.com/HumanSignal/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Last synced: 31 Jul 2024
https://github.com/HumanSignal/label-studio?fbclid=IwAR30j2OmVMcB-TenAczkNwwUsObi8JAOpTNxGFzrmMrJ2pd4-gg_S0D3S78
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Last synced: 02 Aug 2024
https://github.com/heartexlabs/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Last synced: 30 Jul 2024
https://github.com/microsoft/swin-transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer
Last synced: 30 Sep 2024
https://github.com/albumentations-team/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Last synced: 29 Sep 2024
https://github.com/microsoft/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer
Last synced: 31 Jul 2024
https://github.com/extreme-assistant/CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
computer-vision cvpr2019 cvpr2020 cvpr2021 cvpr2022 deep-learning image-classification image-segmentation machine-learning object-detection papers
Last synced: 31 Jul 2024
https://github.com/chenyuntc/pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom
Last synced: 29 Sep 2024
https://github.com/opencv/cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation
Last synced: 30 Jul 2024
https://github.com/cvat-ai/cvat
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation
Last synced: 29 Sep 2024
https://github.com/jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai
Last synced: 29 Sep 2024
https://github.com/microsoft/computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
artificial-intelligence azure computer-vision convolutional-neural-networks data-science deep-learning image-classification image-processing jupyter-notebook kubernetes machine-learning microsoft object-detection operationalization python similarity tutorial
Last synced: 30 Sep 2024
https://github.com/satellite-image-deep-learning/techniques
Techniques for deep learning with satellite & aerial imagery
convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification keras machine-learning object-detection python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow
Last synced: 29 Sep 2024
https://github.com/microsoft/ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
ai algorithms azure-functions bing-search bot computer-vision csharp custom-vision dnn html5 image-classification iot javascript language-learning luis object-detection ocr translation
Last synced: 30 Sep 2024
https://github.com/voxel51/fiftyone
The open-source tool for building high-quality datasets and computer vision models
active-learning artificial-intelligence computer-vision data-centric-ai data-cleaning data-curation data-quality data-science deep-learning developer-tools image-classification machine-learning object-detection python unstructured-data vector-search visualization
Last synced: 31 Jul 2024
https://github.com/dmlc/gluon-cv
Gluon CV Toolkit
action-recognition computer-vision deep-learning gan gluon image-classification machine-learning mxnet neural-network object-detection person-reid pose-estimation semantic-segmentation
Last synced: 29 Sep 2024
https://github.com/opengvlab/internvl
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b
Last synced: 01 Oct 2024
https://github.com/PaddlePaddle/PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
autoaugment cutmix deit fastdeploy gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Last synced: 31 Jul 2024
https://github.com/paddlepaddle/paddleclas
A treasure chest for visual classification and recognition powered by PaddlePaddle
autoaugment cutmix deit fastdeploy gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Last synced: 29 Sep 2024
https://github.com/roboflow/notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection
Last synced: 01 Oct 2024
https://github.com/humphd/have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
caffe image-classification machine-learning neural-network tutorial
Last synced: 30 Sep 2024
https://github.com/OpenGVLab/InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的可商用开源多模态对话模型
gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b
Last synced: 31 Jul 2024
https://github.com/weiaicunzai/pytorch-cifar100
Practice 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)
cifar100 deep-learning densenet googlenet image-classification inception-resnet-v2 inceptionv3 inceptionv4 mobilenet nasnet pytorch resnet resnext shufflenet squeezenet wideresnet xception
Last synced: 30 Sep 2024
https://github.com/quark0/darts
Differentiable architecture search for convolutional and recurrent networks
automl convolutional-networks deep-learning image-classification language-modeling neural-architecture-search pytorch recurrent-networks
Last synced: 30 Sep 2024
https://github.com/tensorflow/hub
A library for transfer learning by reusing parts of TensorFlow models.
embeddings image-classification machine-learning ml python tensorflow transfer-learning
Last synced: 29 Sep 2024
https://github.com/catalyst-team/catalyst
Accelerated deep learning R&D
computer-vision deep-learning distributed-computing image-classification image-processing image-segmentation information-retrieval infrastructure machine-learning metric-learning natural-language-processing object-detection python pytorch recommender-system reinforcement-learning reproducibility research text-classification text-segmentation
Last synced: 01 Oct 2024
https://github.com/open-mmlab/mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
beit clip constrastive-learning convnext deep-learning image-classification mae masked-image-modeling mobilenet moco multimodal pretrained-models pytorch resnet self-supervised-learning swin-transformer vision-transformer
Last synced: 30 Sep 2024
https://github.com/osmr/imgclsmob
Sandbox for training deep learning networks
3d-face-reconstruction chainer cifar classification deep-learning gluon human-pose-estimation image-classification imagenet keras machine-learning mxnet neural-network pretrained-models pytorch segmentation semantic-segmentation tensorflow tensorflow2
Last synced: 29 Sep 2024
https://github.com/weslynn/alphatree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
deep-learning image-classification machine-learning neural-network
Last synced: 30 Sep 2024
https://github.com/weslynn/AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
deep-learning image-classification machine-learning neural-network
Last synced: 31 Jul 2024
https://github.com/jolibrain/deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
caffe deep-learning gpu image-classification image-search image-segmentation machine-learning ncnn neural-nets object-detection pytorch rest-api tensorrt tensorrt-conversion tensorrt-inference time-series tsne xgboost
Last synced: 25 Sep 2024
https://github.com/pa7/nude.js
Nudity detection with JavaScript and HTMLCanvas
html5-canvas image-classification image-processing javascript nudity-detection
Last synced: 30 Sep 2024
https://github.com/extreme-assistant/iccv2023-paper-code-interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
action-recognition computer-vision deep-learning iccv2017 iccv2019 iccv2021 image-classification image-recognition image-segmentation machine-learning object-detection
Last synced: 26 Sep 2024
https://github.com/extreme-assistant/ICCV2023-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
action-recognition computer-vision deep-learning iccv2017 iccv2019 iccv2021 image-classification image-recognition image-segmentation machine-learning object-detection
Last synced: 31 Jul 2024
https://github.com/ufoym/imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
data-sampling image-classification imbalanced-data pytorch
Last synced: 25 Sep 2024
https://github.com/qubvel/efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification deep-learning efficient efficientnet image-classification imagenet mobilenet nasnetmobile pretrained-models
Last synced: 30 Sep 2024
https://github.com/emgucv/emgucv
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
ai computer-vision dotnet emgu emgucv image-classification image-processing image-recognition machine-learning maui native-bindings nuget nuget-package nuget-packages opencv
Last synced: 30 Sep 2024
https://github.com/neuralmagic/sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification keras nlp object-detection onnx pruning pruning-algorithms pytorch smaller-models sparsification sparsification-recipes sparsity tensorflow transfer-learning
Last synced: 29 Sep 2024
https://github.com/autodistill/autodistill
Images to inference with no labeling (use foundation models to train supervised models).
auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8
Last synced: 01 Oct 2024
https://github.com/amusi/eccv2024-papers-with-code
ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目
computer-vision deep-learning eccv eccv-2020 eccv2020 eccv2022 eccv2024 image-classification image-segmentation neural-network object-detection
Last synced: 01 Oct 2024
https://github.com/axinc-ai/ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
action-recognition anomaly-detection audio-processing background-removal crowd-counting deep-learning face-detection face-recognition fashion-ai gan hand-detection image-classification image-segmentation machine-learning neural-network object-detection object-recognition object-tracking pose-estimation
Last synced: 30 Sep 2024
https://github.com/yunyang1994/tensorflow2.0-examples
🙄 Difficult algorithm, Simple code.
convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3
Last synced: 26 Sep 2024
https://github.com/YunYang1994/TensorFlow2.0-Examples
🙄 Difficult algorithm, Simple code.
convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3
Last synced: 31 Jul 2024
https://github.com/milvus-io/bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
audio-search benchmark-testing deep-learning hacktoberfest image-classification image-recognition image-search milvus nlp python question-answering unstructured-data
Last synced: 26 Sep 2024
https://github.com/kakaobrain/fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
augmentation automated-machine-learning automl cnn computer-vision convolutional-neural-networks deep-learning distributed image-classification pytorch
Last synced: 30 Sep 2024
https://github.com/BloodAxe/pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta
Last synced: 01 Aug 2024
https://github.com/visual-layer/fastdup
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
data-augmentation data-curation dataset deep-learning image image-analysis image-classfication image-classification image-duplicate-detection image-processing image-similarity machine-learning novelty-detection object-detection outlier-detection python visual-search visualization visualization-tools
Last synced: 01 Oct 2024
https://github.com/sherlockchou86/videopipe
A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )
ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing
Last synced: 01 Oct 2024
https://github.com/wvangansbeke/unsupervised-classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
clustering contrastive-learning eccv-2020 eccv2020 image-classification moco representation-learning self-supervised-learning simclr unsupervised-learning
Last synced: 30 Sep 2024
https://github.com/yoshitomo-matsubara/torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
amazon-sagemaker-lab cifar10 cifar100 coco colab-notebook glue google-colab image-classification imagenet knowledge-distillation natural-language-processing nlp object-detection pascal-voc pytorch semantic-segmentation transformer
Last synced: 01 Oct 2024
https://github.com/lxztju/pytorch_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
cnn densenet deployment flask image-classification knn knowledge-distillation label-smoothing pytorch random-forest resnet resnext svm
Last synced: 30 Sep 2024
https://github.com/d-li14/involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
cvpr2021 image-classification instance-segmentation involution object-detection operator pre-trained-model pytorch semantic-segmentation
Last synced: 30 Sep 2024
https://github.com/wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
clustering contrastive-learning eccv-2020 eccv2020 image-classification moco representation-learning self-supervised-learning simclr unsupervised-learning
Last synced: 31 Jul 2024
https://github.com/bumble-tech/private-detector
Bumble's Private Detector - a pretrained model for detecting lewd images
bumble efficientnet image-classification tensorflow
Last synced: 26 Sep 2024
https://github.com/digantamisra98/mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
activation-functions bmvc bmvc20 computer-vision deep-learning image-classification mathematics neural-networks object-detection
Last synced: 01 Oct 2024
https://github.com/sail-sg/poolformer
PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
image-classification mlp pooling pytorch transformer
Last synced: 30 Sep 2024
https://github.com/digantamisra98/Mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
activation-functions bmvc bmvc20 computer-vision deep-learning image-classification mathematics neural-networks object-detection
Last synced: 31 Jul 2024
https://github.com/john-rocky/CoreML-Models
Converted CoreML Model Zoo.
coreml coreml-framework coremltools deep-learning gan gans image-classification ios machine-learning object-detection semantic-segmentation style-gan super-resolution swift
Last synced: 31 Jul 2024
https://github.com/openvinotoolkit/training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
action-recognition anomaly-detection automl computer-vision datumaro deep-learning hyper-parameter-optimization image-classification image-segmentation incremental-learning machine-learning neural-networks-compression object-detection openvino pytorch quantization self-supervised-learning semi-supervised-learning transfer-learning
Last synced: 29 Sep 2024
https://github.com/ethanhe42/channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
acceleration channel-pruning deep-neural-networks image-classification image-recognition model-compression object-detection
Last synced: 30 Sep 2024
https://github.com/sherlockchou86/VideoPipe
跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : ) 。**VideoPipe下一版本正在开发中，在保证跨平台、易上手的前提下，预计性能直逼deepstream等各硬件平台官方框架**。
ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing
Last synced: 31 Jul 2024
https://github.com/sicara/easy-few-shot-learning
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
deep-learning few-shot-classifcation few-shot-learning few-shot-recognition image-classification machine-learning meta-learning pytorch
Last synced: 30 Sep 2024
https://github.com/cleanlab/cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
computer-vision data-centric-ai data-exploration data-profiling data-quality data-science data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation
Last synced: 30 Jul 2024
https://github.com/microsoft/SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
image-classification masked-image-modeling self-supervised-learning swin-transformer
Last synced: 03 Aug 2024
https://github.com/uvipen/quickdraw
Implementation of Quickdraw - an online game developed by Google
cnn computer-vision cv2 deep-learning deep-neural-networks deeplearning image-classification neural-network neural-networks opencv opencv-python python python3 pytorch quickdraw quickdraw-dataset
Last synced: 01 Oct 2024
https://github.com/uvipen/QuickDraw
Implementation of Quickdraw - an online game developed by Google
cnn computer-vision cv2 deep-learning deep-neural-networks deeplearning image-classification neural-network neural-networks opencv opencv-python python python3 pytorch quickdraw quickdraw-dataset
Last synced: 07 Aug 2024
https://github.com/mlmed/torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
chest-radiographs chest-xray chest-xray-images cxr cxr-images dataset deep-learning foundation-models image-classification machine-learning medical medical-ai medical-application medical-image-analysis medical-image-processing medical-imaging pytorch torchxrayvision transfer-learning
Last synced: 03 Aug 2024
https://github.com/RL-VIG/LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
few-shot-learning fine-tuning image-classification meta-learning pytorch
Last synced: 03 Aug 2024
https://github.com/Sense-X/UniFormer
[ICLR2022] official implementation of UniFormer
image-classification object-detection pose-estimation semantic-segmentation video-classification
Last synced: 03 Aug 2024
https://github.com/jasmcaus/caer
High-performance Vision library in Python. Scale your research, not boilerplate.
ai artificial-intelligence augmentation caer computer-vision cuda data-science deep-learning gpu image-classification image-processing image-segmentation machine-learning neural-network opencv python segmentation type-checking video-processing vision
Last synced: 28 Sep 2024
https://github.com/xtreme1-io/xtreme1
Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.
3d-annotation annotation annotation-tool computer-vision image-annotation image-classification image-labelling-tool labeling-tool multimodal point-cloud rlhf
Last synced: 31 Jul 2024
https://github.com/NVlabs/FasterViT
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
ade20k backbone coco deep-learning foundation-models image-classification image-net object-detection pre-trained-model self-attention semantic-segmentation vision-transformer visual-recognition
Last synced: 31 Jul 2024
https://github.com/zhunzhong07/Random-Erasing
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
aaai2020 data-augmentation image-classification object-detection person-re-identification pytorch
Last synced: 02 Aug 2024
https://github.com/chenyuntc/pytorch-best-practice
A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats
image-classification pytorch visdom
Last synced: 03 Oct 2024
https://github.com/stratospark/food-101-keras
Food Classification with Deep Learning in Keras / Tensorflow
ai deep-learning food-classification image-classification keras machine-learning tensorflow
Last synced: 07 Aug 2024
https://github.com/weiaicunzai/Bag_of_Tricks_for_Image_Classification_with_Convolutional_Neural_Networks
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
Last synced: 01 Aug 2024
https://github.com/lucidrains/bottleneck-transformer-pytorch
Implementation of Bottleneck Transformer in Pytorch
artificial-intelligence attention-mechanism deep-learning image-classification transformers vision
Last synced: 03 Oct 2024
https://github.com/ypwhs/dogs_vs_cats
猫狗大战
image-classification inception jupyter-notebook kaggle keras keras-tutorials resnet xception
Last synced: 07 Aug 2024
https://github.com/alvinwan/neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
cifar10 cifar100 decision-trees explainability image-classification imagenet interpretability neural-backed-decision-trees neural-networks pretrained-models pretrained-weights pytorch tiny-imagenet
Last synced: 03 Aug 2024
https://github.com/Meituan-AutoML/Twins/
Two simple and effective designs of vision transformer, which is on par with the Swin transformer
image-classification twins vision-transformer-architectures
Last synced: 03 Aug 2024
https://github.com/loli/medpy
Medical image processing in Python
2d 3d 4d computed-tomography dicom feature-extraction graph-cut image-classification image-processing image-segmentation itk machine-learning magnetic-resonance-imaging medical medpy mha mhd nifti-format python simpleitk
Last synced: 02 Aug 2024
https://github.com/fwang91/residual-attention-network
Residual Attention Network for Image Classification
attention cvpr-2017 image-classification
Last synced: 31 Jul 2024
https://github.com/garythung/trashnet
Dataset of images of trash; Torch-based CNN for garbage image classification
convolutional-neural-networks dataset deep-learning garbage image-classification torch trash
Last synced: 03 Aug 2024
https://github.com/raoyongming/DynamicViT
[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
computer-vision deep-learning image-classification vision-transformers
Last synced: 03 Aug 2024
https://github.com/kevin-ssy/FishNet
Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
deep-learning detection-network image-classification imagenet segmentation
Last synced: 03 Aug 2024
https://github.com/calmiLovesAI/Basic_CNNs_TensorFlow2
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
densenet efficientnet image-classification image-recognition inception-resnet-v2 inception-v4 mobilenet-v1 mobilenet-v2 mobilenet-v3 regnet resnet resnext senet seresnet shufflenet-v2 squeezenet tensorflow tensorflow2
Last synced: 31 Jul 2024
https://github.com/calmisential/Basic_CNNs_TensorFlow2
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
densenet efficientnet image-classification image-recognition inception-resnet-v2 inception-v4 mobilenet-v1 mobilenet-v2 mobilenet-v3 regnet resnet resnext senet seresnet shufflenet-v2 squeezenet tensorflow tensorflow2
Last synced: 10 Aug 2024
https://github.com/kjunelee/MetaOptNet
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
convex-optimization cvpr2019 few-shot few-shot-learning few-shot-recognition image-classification meta-learning metalearning
Last synced: 30 Jul 2024
https://github.com/ryouchinsa/Rectlabel-support
RectLabel is an offline image annotation tool for object detection and segmentation.
annotation-tool annotations detection detectron faster-rcnn image-annotation image-classification imagenet label-images labelling mask-rcnn object-detection polygon segmentation ssd tensorflow tools turicreate video-annotation yolo
Last synced: 01 Aug 2024
https://github.com/NVlabs/FAN
Official PyTorch implementation of Fully Attentional Networks
backbone cityscapes coco corruption deep-learning image-classification imagenet information-bottleneck object-detection out-of-distribution pre-train self-attention semantic-segmentation vision-transformers visual-grouping visual-recognition
Last synced: 07 Aug 2024
https://github.com/sourcedexter/tfClassifier
Tensorflow based training and classification scripts for text, images, etc
image-classification python tensorflow tensorflow-classifier text-classification
Last synced: 02 Aug 2024
