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星纬's Projects

tpu icon tpu

Reference models and tools for Cloud TPUs.

traffic-sign-detection icon traffic-sign-detection

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

triplet-reid icon triplet-reid

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

tutorials icon tutorials

Tutorials for creating and using ONNX models

unimatch icon unimatch

[CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

vse-c icon vse-c

Implementation of our paper "Learning Visually-Grounded Semantics from Contrastive Adversarial Samples" at COLING 2018.

wdsr_ntire2018 icon wdsr_ntire2018

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

wincnn icon wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

yolo-fastest icon yolo-fastest

:zap: Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and the mobile terminal can run up to 178fps+

yolo_mark icon yolo_mark

GUI for marking bounded boxes of objects in images for training Yolo v2

yolov3-model-pruning icon yolov3-model-pruning

对 YOLOv3 做模型剪枝(network slimming),对于 oxford hand 数据集(因项目需要),模型剪枝后的参数量减少 80%,Infer 的速度达到原来 2 倍,mAP 基本不变

yolov7_d2 icon yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

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