kingreza / quantizationLinks
A deep dive into Apple's coremltools quantization and how to reduce the size of a Core ML model without losing accuracy and performance
☆91Updated 7 years ago
Alternatives and similar repositories for quantization
Users that are interested in quantization are comparing it to the libraries listed below
Sorting:
- Dynamically Changing models in CoreML for iOS☆42Updated 7 years ago
- Source code for my blog post series "On-device training with Core ML"☆98Updated 5 years ago
- Running Inception-v3 on Core ML☆98Updated 6 years ago
- Swift port of ConvnetJS. [Work in progress]☆43Updated 8 years ago
- Source code for the blog post "Custom Layers in Core ML"☆74Updated 3 years ago
- ☆93Updated 6 years ago
- [this repo is no longer maintained] Neural Network image classifier (inception-bn network architecture), developed via MxNet☆50Updated 6 years ago
- 🖼 iOS11 demo application for image style classification.☆47Updated 5 years ago
- Deep Learning Models for Vision Tasks on iOS☆19Updated 8 years ago
- Take MNIST TensorFlow deep neural network, run on iOS BNNS☆61Updated 8 months ago
- Compares the speed of Apple's two deep learning frameworks: BNNS and Metal Performance Shaders☆61Updated 8 years ago
- iOS11 Vision framework example. Detection of face landmarks☆46Updated 7 years ago
- iPhone version of the VGGNet convolutional neural network for image recognition☆185Updated 8 years ago
- Semantic segmentation on iPhone using ESPNetv2☆73Updated 5 years ago
- ☕️ Caffe2Kit. A simple one step integration of Caffe2 for iOS.☆71Updated 5 years ago
- A Keras-trained RNN to emulate the works of a famous poet, powered by BrainCore☆42Updated 8 years ago
- Holistically-Nested Edge Detection (HED) using CoreML and Swift☆109Updated 8 years ago
- Build your iOS 11+ apps with the ready-to-use Core ML models below☆18Updated 7 years ago
- Almost Real-time Object Detection using Apple's CoreML and YOLO v1 -☆165Updated 7 years ago
- An example of CoreML using a pre-trained VGG16 model☆37Updated 8 years ago
- ☆42Updated 5 years ago
- Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.☆44Updated 7 years ago
- Using a recurrent neural network to teach the iPhone to play drums☆42Updated 5 years ago
- Real-time Number Recognition using Apple's CoreML 2.0 and MNIST -☆83Updated 4 years ago
- A Sudoku Solver that leverages TensorFlow and iOS BNNS for deep learning.☆32Updated 7 years ago
- A Car Recognition Framework for CoreML☆172Updated 7 years ago
- A real-time classifier demo using Core ML and pre-trained Resnet50 model on iOS 11.☆22Updated 7 years ago
- This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using …☆142Updated 5 years ago
- Viola Jones Haar-Cascade on iOS+Metal☆43Updated 7 years ago
- Live visualization of convolutional neural network using the iPhone's camera☆24Updated 8 years ago