python nlp data-science machine-learning deep-learning tensorflow scikit-learn keras ml data-visualization pytorch transformer data-analysis gpt automl jax data-visualizations gpt-3 chatgpt Updated May 22, 2025 onnx / onnx Star 19k Code Issues Pull requests Discussions Open standard for machin...
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc. - DavidLandup
Keras Hiera is for PDF 2306.00989 Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles. ModelParamsFLOPsInputTop1 AccT4 Inference HieraTiny, mae_in1k_ft1k 27.91M 4.93G 224 82.8 644.356 qps HieraSmall, mae_in1k_ft1k 35.01M 6.44G 224 83.8 491.669 qps HieraBase, mae_in1k...
Therefore, it is inevitable that converting ONNX using NMS in object detection models and other models will be very redundant and will be converted with a structure that is difficult for TensorFlow.js and TFLite models to take advantage of in devices. This is due to the indefinite number of...
Keras Hiera is for PDF 2306.00989 Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles.ModelParamsFLOPsInputTop1 AccT4 Inference HieraTiny, mae_in1k_ft1k 27.91M 4.93G 224 82.8 644.356 qps HieraSmall, mae_in1k_ft1k 35.01M 6.44G 224 83.8 491.669 qps HieraBase, mae_in1k_...
High-level discussion of transformer-based natural-language-processing models like BERT, ELMo, and GPT-3 Detailed interactive examples of training advanced machine vision models (image segmentation, object detection) All hands-on code demos involving TensorFlow or Keras have been updated to TensorFlow ...
Keras LeViT is for PDF 2104.01136 LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference.ModelParamsFLOPsInputTop1 AccDownload LeViT128S, distillation 7.8M 0.31G 224 76.6 levit128s_imagenet.h5 LeViT128, distillation 9.2M 0.41G 224 78.6 levit128_imagenet.h5 LeViT192, ...
18. Transformer No.Model NameLinkFP32FP16INT8TPUWQOVCMTFJSTF-TRTONNXRemarks 127 dino ■■■ ⚫ ⚫ ⚫ ⚫ ⚫ ⚫ ⚫ experimental,dino_deits8/dino_deits16 19. Others No.Model NameLinkFP32FP16INT8TPUDQWQOVCMTFJSTF-TRTONNXRemarks 091 gaze-estimation-adas-0002 ■■■ ⚫ ⚫...
18. Transformer No.Model NameLinkFP32FP16INT8TPUWQOVCMTFJSTF-TRTONNXRemarks 127 dino ■■■ ⚫ ⚫ ⚫ ⚫ ⚫ ⚫ ⚫ experimental,dino_deits8/dino_deits16 19. Others No.Model NameLinkFP32FP16INT8TPUDQWQOVCMTFJSTF-TRTONNXRemarks 091 gaze-estimation-adas-0002 ■■■ ⚫ ⚫...
High-level discussion of transformer-based natural-language-processing models like BERT, ELMo, and GPT-3 Detailed interactive examples of training advanced machine vision models (image segmentation, object detection) All hands-on code demos involving TensorFlow or Keras have been updated to TensorFlow ...