NetsPresso

All

21 repositories

PyNetsPresso
Public
The official NetsPresso Python package.
converter compressor trainer benchmarker netspresso
Jupyter Notebook
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Apache License 2.0
•1•43•9•2•Updated Dec 20, 2024Dec 20, 2024
netspresso-trainer
Public
A library for training, compressing and deploying computer vision models (including ViT) with edge devices
computer-vision pytorch fx trainer tensorrt onnx netspresso
Python
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Apache License 2.0
•6•63•12•3•Updated Dec 17, 2024Dec 17, 2024
RaCGEval
Public
Retrieval-augmented Code Generability (RaCG) evaluation benchmark
Python
•0•1•0•0•Updated Nov 8, 2024Nov 8, 2024
shortened-llm
Public
Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]
lightweight pytorch pruning large-language-models
Python
•9•69•5•1•Updated Sep 13, 2024Sep 13, 2024
SNP
Public
Structured Neuron Level Pruning to compress Transformer-based models [ECCV'24]
compression pytorch transformer pruning netspresso
Python
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BSD 3-Clause "New" or "Revised" License
•1•9•0•1•Updated Aug 7, 2024Aug 7, 2024
ModelZoo-PIDNet
Public
This is the official repository for PIDNet with NetsPresso
Python
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MIT License
•113•4•0•1•Updated Aug 2, 2024Aug 2, 2024
BK-SDM
Public
A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ECCV'24]
lightweight compression pytorch distillation huggingface stable-diffusion
Python
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Other
•17•267•4•0•Updated Jul 6, 2024Jul 6, 2024
nota-wav2lip
Public
A 28× Compressed Wav2Lip for Efficient Talking Face Generation [ICCV'23 Demo] [MLSys'23 Workshop] [NVIDIA GTC'23]
lightweight pruning distillation talking-face-generation
Python
•6•52•0•0•Updated Mar 8, 2024Mar 8, 2024
ModelZoo-YOLOFastest-for-ARM-U55-M85
Public
YOLO Fastest for ARM Cortex-M85 and Cortex-M55+Ethos-U55
Python
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GNU Affero General Public License v3.0
•16k•5•0•0•Updated Feb 27, 2024Feb 27, 2024
ModelZoo-PyTorch-CIFAR100
Public
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)
Python
•1.2k•1•0•0•Updated Feb 5, 2024Feb 5, 2024
ModelZoo-YOLOv5
Public
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Python
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GNU Affero General Public License v3.0
•16k•6•0•0•Updated Feb 5, 2024Feb 5, 2024
ModelZoo-YOLOv7
Public
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
Jupyter Notebook
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GNU General Public License v3.0
•4.2k•1•0•0•Updated Feb 5, 2024Feb 5, 2024
ModelZoo-YOLOv8
Public template
NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
Python
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GNU Affero General Public License v3.0
•6.6k•1•0•0•Updated Feb 5, 2024Feb 5, 2024
ModelZoo-YOLOX
Public
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
Python
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Apache License 2.0
•2.2k•3•0•0•Updated Feb 5, 2024Feb 5, 2024
PyNP-Model-Zoo
Public
A model zoo for PyNetsPresso model optimization process.
Apache License 2.0
•0•6•0•0•Updated Nov 15, 2023Nov 15, 2023
NetsPresso-Model-Searcher-Dataset-Validator
Public
NetsPresso-ModelSearch-Dataset-Validator
Python
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Apache License 2.0
•0•0•0•0•Updated Sep 21, 2023Sep 21, 2023
NetsPresso-Model-Compressor-ModelZoo
Public
Model Zoo for NetsPresso Compressor
Jupyter Notebook
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Apache License 2.0
•3•8•1•0•Updated Aug 29, 2023Aug 29, 2023
fcn_resnet50_nota
Public
Python
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Apr 27, 2023Apr 27, 2023
NetsPresso-Model-Launcher-Package
Public
Python
•0•0•0•0•Updated Feb 2, 2023Feb 2, 2023
NetsPresso-Model-Searcher-Runtime
Public
NetsPresso ModelSearch runtime for trt, tflite
Python
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GNU General Public License v3.0
•2•0•1•0•Updated Jan 2, 2023Jan 2, 2023
Discussion
Public
Public feedback discussions for NetsPresso
0•7•0•0•Updated Aug 8, 2022Aug 8, 2022