Pinto model zooA repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
Stars: ✭ 634 (+574.47%)
CogViewText-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
Stars: ✭ 708 (+653.19%)
Label StudioLabel Studio is a multi-type data labeling and annotation tool with standardized output format
Stars: ✭ 7,264 (+7627.66%)
Depth estimationDeep learning model to estimate the depth of image.
Stars: ✭ 62 (-34.04%)
Pyannote AudioNeural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Stars: ✭ 978 (+940.43%)
CvTThis is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
Stars: ✭ 262 (+178.72%)
Functional ZooPyTorch and Tensorflow functional model definitions
Stars: ✭ 577 (+513.83%)
pyro-visionComputer vision library for wildfire detection
Stars: ✭ 33 (-64.89%)
People Counter PythonCreate a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Stars: ✭ 62 (-34.04%)
keras cv attention modelsKeras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox
Stars: ✭ 159 (+69.15%)
Stronger Yolo🔥Improve yolo with latest paper
Stars: ✭ 539 (+473.4%)
Swin-TransformerThis is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Stars: ✭ 8,046 (+8459.57%)
DcganPorting pytorch dcgan on FloydHub
Stars: ✭ 21 (-77.66%)
perceptual-advexCode and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
Stars: ✭ 44 (-53.19%)
Lemniscate.pytorchUnsupervised Feature Learning via Non-parametric Instance Discrimination
Stars: ✭ 532 (+465.96%)
LightNetLightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Stars: ✭ 710 (+655.32%)
EntityEntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Stars: ✭ 313 (+232.98%)
FishnetImplementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
Stars: ✭ 533 (+467.02%)
Face-Mask-Detection-PyTorchA real-time face mask detector based on computer vision and deep learning, created using Pytorch and OpenCV
Stars: ✭ 12 (-87.23%)
tf-imagenetTensorFlow ImageNet - Training and SOTA checkpoints
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Silero ModelsSilero Models: pre-trained STT models and benchmarks made embarrassingly simple
Stars: ✭ 522 (+455.32%)
Tiny-Imagenet-200🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.
Stars: ✭ 68 (-27.66%)
Pytorch Image ModelsPyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Stars: ✭ 15,232 (+16104.26%)
Mask-YOLOInspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.
Stars: ✭ 100 (+6.38%)
ModelZoo.pytorchHands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Stars: ✭ 42 (-55.32%)
Pytorch-NLUPytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…
Stars: ✭ 151 (+60.64%)
RobustnessCorruption and Perturbation Robustness (ICLR 2019)
Stars: ✭ 463 (+392.55%)
Tacotron2-PyTorchYet another PyTorch implementation of Tacotron 2 with reduction factor and faster training speed.
Stars: ✭ 118 (+25.53%)
MsdnetMulti-Scale Dense Networks for Resource Efficient Image Classification (ICLR 2018 Oral)
Stars: ✭ 443 (+371.28%)
simpleAICV-pytorch-ImageNet-COCO-trainingSimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.
Stars: ✭ 276 (+193.62%)
ProsrRepository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"
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Class Balanced LossClass-Balanced Loss Based on Effective Number of Samples. CVPR 2019
Stars: ✭ 433 (+360.64%)
TF-NASTF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)
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Big transferOfficial repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Stars: ✭ 1,096 (+1065.96%)
Bert NerPytorch-Named-Entity-Recognition-with-BERT
Stars: ✭ 829 (+781.91%)
etiketaiEtiketai is an online tool designed to label images, useful for training AI models
Stars: ✭ 63 (-32.98%)
BIRADS classifierHigh-resolution breast cancer screening with multi-view deep convolutional neural networks
Stars: ✭ 122 (+29.79%)
Gensim DataData repository for pretrained NLP models and NLP corpora.
Stars: ✭ 622 (+561.7%)
HugsVisionHugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Stars: ✭ 154 (+63.83%)
SKNet-PyTorchNearly Perfect & Easily Understandable PyTorch Implementation of SKNet
Stars: ✭ 62 (-34.04%)
Bert KerasKeras implementation of BERT with pre-trained weights
Stars: ✭ 820 (+772.34%)
syntaxdotNeural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
Stars: ✭ 32 (-65.96%)
ObjectNetPyTorch implementation of "Pyramid Scene Parsing Network".
Stars: ✭ 15 (-84.04%)
RMNetRM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Stars: ✭ 129 (+37.23%)
Mobilenet V2 CaffeMobileNet-v2 experimental network description for caffe
Stars: ✭ 93 (-1.06%)
Gen Efficientnet PytorchPretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Stars: ✭ 1,275 (+1256.38%)