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Eamon's Projects

yolos icon yolos

[NeurIPS 2021] You Only Look at One Sequence

yoloshow icon yoloshow

YOLOSHOW - YOLOv5 / YOLOv7 / YOLOv8 / YOLOv9 GUI based on Pyside6

yolou icon yolou

YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、OpenVINO

yolov icon yolov

This repo is an implementation of PyTorch version YOLOV

yolov10 icon yolov10

YOLOv10: Real-Time End-to-End Object Detection

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov5-6.0-distillation-master icon yolov5-6.0-distillation-master

目前,主流蒸馏模型采用方法为KD蒸馏、LD蒸馏或feature蒸馏,然蒸馏开源项目也较少。为此,我写了一份基于yolov5框架的蒸馏,并会有实验附带。该方法将会不断尝试论文方法,不断探索更有效的蒸馏方法。

yolov5-deepsparse-blogpost icon yolov5-deepsparse-blogpost

By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot quantization. Export the sparsified model and run it using the DeepSparse engine at insane speeds. P/S: The end result - YOLOv5 on CPU at 180+ FPS using on

yolov5-light icon yolov5-light

provide some new architecture, channel pruning and quantization methods for yolov5

yolov5-lite icon yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (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), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.

yolov5-pip icon yolov5-pip

Packaged version of ultralytics/yolov5 + many extra features

yolov5ds icon yolov5ds

multi-task yolov5 with detection and segmentation

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