Deeplite / neutrino
Public documentation of Deeplite Neutrino™ engine.
☆64Updated last year
Related projects ⓘ
Alternatives and complementary repositories for neutrino
- A collection of metrics to profile a single deep learning model or compare two different deep learning models☆25Updated last year
- Reference implementations of popular Binarized Neural Networks☆104Updated 3 weeks ago
- Python library to work with the Visual Wake Words Dataset.☆32Updated 4 years ago
- Repository containing pruned models and related information☆36Updated 3 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆168Updated 4 years ago
- Collection of SOTA efficient computer vision models for embedded applications, with pre-trained weights and training recipes☆82Updated this week
- This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.☆171Updated last year
- Highly optimized inference engine for Binarized Neural Networks☆243Updated 3 weeks ago
- Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/☆96Updated last year
- ☆68Updated 5 years ago
- Scailable ONNX python tools☆96Updated 3 weeks ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆76Updated 3 years ago
- ☆58Updated 4 years ago
- Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in Tens…☆158Updated 3 years ago
- TFLite model analyzer & memory optimizer☆120Updated 9 months ago
- Convert MobileNetV3Small defined and pre-trained in PyTorch to a TFLite quantized model☆75Updated last year
- Using ideas from product quantization for state-of-the-art neural network compression.☆145Updated 3 years ago
- Benchmark inference speed of CNNs with various quantization methods in Pytorch+TensorRT with Jetson Nano/Xavier☆54Updated last year
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆22Updated 2 years ago
- re-implement for paper: SqueezeNext: Hardware-Aware Neural Network Design. (SqueezeNext)☆29Updated 6 years ago
- ☆52Updated 3 years ago
- NEural Minimizer for pytOrch☆41Updated 3 months ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆164Updated 4 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆34Updated 3 years ago
- Light Face Detection using PyTorch Lightning☆83Updated last year
- Tutorials on Quantized Neural Network using Tensorflow Lite☆86Updated 5 years ago
- PyTorch Static Quantization Example☆38Updated 3 years ago
- ☆108Updated 4 years ago