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anmyles's Projects

ccnet icon ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

emo icon emo

[ICCV 2023] Official PyTorch implementation of "Rethinking Mobile Block for Efficient Attention-based Models"

faster-rcnn-pytorch icon faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。

faster-rcnn-tf2 icon faster-rcnn-tf2

这是一个faster-rcnn的tensorflow2实现的库,可以利用voc数据集格式的数据进行训练。

fgd icon fgd

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

ieee_tip_uiu-net icon ieee_tip_uiu-net

Xin Wu, Danfeng Hong, Jocelyn Chanussot. UIU-Net: U-Net in U-Net for Infrared Small Object Detection, IEEE Trans. Image. Process., 2022, 32: 364-376.

lgldet icon lgldet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

lo-det icon lo-det

This is a PyTorch implementation of LO-Det

mdistiller icon mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679

mgd icon mgd

Masked Generative Distillation (ECCV 2022)

ml-cvnets icon ml-cvnets

CVNets: A library for training computer vision networks

mmrazor icon mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

mmrotate icon mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

mmyolo icon mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

mobilenet-yolov4-pytorch icon mobilenet-yolov4-pytorch

这是一个mobilenet-yolov4的库,把yolov4主干网络修改成了mobilenet,修改了Panet的卷积组成,使参数量大幅度缩小。

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

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