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amanda-barbara's Projects

vllm icon vllm

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

workflow icon workflow

Parallel Computing and Asynchronous Networking Engine ⭐️⭐️⭐️

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

xla icon xla

A community-driven and modular open source compiler for ML.

yolo-fastestv2 icon yolo-fastestv2

:zap: Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+

yolo2coco icon yolo2coco

A set of tools for converting a darknet dataset to COCO format working with YOLOX

yolop icon yolop

You Only Look Once for panopitic driving perception.(https://arxiv.org/abs/2108.11250)

yolor icon yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5-face icon yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931)

yolov5-lite icon yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov5-multibackbone-compression icon yolov5-multibackbone-compression

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming) and Quantization (MQBench) Compression Tool Box.

yolov6 icon yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

yolov7-1 icon yolov7-1

🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

yolov7-opencv-onnxrun-cpp-py icon yolov7-opencv-onnxrun-cpp-py

分别使用OpenCV、ONNXRuntime部署YOLOV7目标检测,一共包含12个onnx模型,依然是包含C++和Python两个版本的程序

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