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ningningshide's Projects

chinese-llama-alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

groupsoftmax-simpledet

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

Implementation of various Deep Image Segmentation models in keras. .Deep learning and convolutional neural networks (CNN) have been extremely ubiquitous in the field of computer vision. CNNs are popular for several computer vision tasks such as Image Classification, Object Detection, Image Generation, etc. Like for all other computer vision tasks, deep learning has surpassed other approaches for image segmentation

json2txt

a python program to transform bdd100k 's json annotation to yolo 's txt format

keras-onnx

Convert tf.keras/Keras models to ONNX

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lighttrack

[CVPR21] LightTrack: Finding Lightweight Neural Network for Object Tracking via One-Shot Architecture Search

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

mmdeploy

OpenMMLab Model Deployment Framework

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

netron

Visualizer for neural network, deep learning and machine learning models

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

nvtop

NVIDIA GPUs htop like monitoring tool

person_search_demo

利用YOLOv3结合行人重识别模型，实现行人的检测识别，查找特定行人

python-video-slicer

Save video frames to JPEG images using Python and OpenCV

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reverse-interview-zh

技术面试最后反问面试官的话

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

siamban

Siamese Box Adaptive Network for Visual Tracking

siamtrackers

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning

tensorflow

An Open Source Machine Learning Framework for Everyone

text-generation-inference

Large Language Model Text Generation Inference

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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