NetsPresso's repositories
netspresso-trainer
A library for training, compressing and deploying computer vision models (including ViT) with edge devices
nota-wav2lip
A 28× Compressed Wav2Lip for Efficient Talking Face Generation [ICCV'23 Demo] [MLSys'23 Workshop] [NVIDIA GTC'23]
PyNetsPresso
The official NetsPresso Python package.
shortened-llm
Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]
NetsPresso-Model-Compressor-ModelZoo
Model Zoo for NetsPresso Compressor
Discussion
Public feedback discussions for NetsPresso
ModelZoo-YOLOv5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
PyNP-Model-Zoo
A model zoo for PyNetsPresso model optimization process.
ModelZoo-PIDNet
This is the official repository for PIDNet with NetsPresso
ModelZoo-YOLOFastest-for-ARM-U55-M85
YOLO Fastest for ARM Cortex-M85 and Cortex-M55+Ethos-U55
ModelZoo-YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
ModelZoo-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)
ModelZoo-YOLOv7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
ModelZoo-YOLOv8
NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
NetsPresso-Model-Searcher-Dataset-Validator
NetsPresso-ModelSearch-Dataset-Validator
NetsPresso-Model-Searcher-Runtime
NetsPresso ModelSearch runtime for trt, tflite