Popular GitHub Repositories for Utf 16

oneAPI Deep Neural Network Library (oneDNN)

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

? Difficult algorithm, Simple code.

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

Library for specialized dense and sparse matrix operations, and deep learning primitives.

FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

food image to recipe with deep convolutional neural networks.

I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

Deep learning codes and projects using Python

tensorflow implementation of Grad-CAM (CNN visualization)

A holistic way of understanding how Llama and its components run in practice, with code and detailed documentation.

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

Accelerate Neural Net Training by Progressively Freezing Layers

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

Deploy stable diffusion model with onnx/tenorrt + tritonserver