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ajithkumarmcw's Projects

bed_main icon bed_main

BED: A Real-Time Object Detection System for Edge Devices

mivisionx icon mivisionx

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

ntu_msai_ai6121_computervision icon ntu_msai_ai6121_computervision

[AI6121] Computer Vision is an elective course of MSAI, SCSE, NTU, Singapore. The repository corresponds to the AI6121 of Semester 1, AY2021-2022, starting from 08/2021. The instructor of this course is Prof. Lu Shijian.

setup-msbuild icon setup-msbuild

A GitHub Action to facilitate configuring MSBuild in the workflow PATH for building .NET Framework applications.

torch-pruning icon torch-pruning

[CVPR-2023] Towards Any Structural Pruning; LLMs / Diffusion / YOLOv8 / CNNs / Transformers

yolov1 icon yolov1

目前采用保持定位损失高权重的方式进行训练,Avg_Iou已达到0.72,因为定位不准的话,置信度与物体分类的计算就无从谈起。LeakyReLU替代ReLU,ReLU造成了网络退化问题,YOLO V1没有残差无法缓解退化问题。

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