CoinCheung/mixMatch

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Python
Created over 5 years ago
Updated over 4 years ago

CoinCheung/mixMatch

CoinCheung

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Pytorch reproduction of the experiment in the paper of MixMatch.

BiSeNet

Add bisenetv2. My implementation of BiSeNet

DeepLab-v3-plus-cityscapes

mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).

triplet-reid-pytorch

My implementation of the paper [In Defense of the Triplet Loss for Person Re-Identification]

gdGPT

Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.

SphereReID

My implementation of paper: SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification

fixmatch-pytorch

90%+ with 40 labels. please see the readme for details.

Deeplab-Large-FOV

My Implementation of the deeplab_v1 (known as deeplab large fov)

MFM

code for paper "Masked Frequency Modeling for Self-Supervised Visual Pre-Training" (https://arxiv.org/pdf/2206.07706.pdf)

SFT-ReID

My implementation of Spectral-Feature-Transformation-ReID, link to the paper: https://arxiv.org/abs/1811.11405

DenseCL

DenseCL + regionCL-D

SelfSup

ssl method pretrain experiments and weights: mocov2 + fast-moco + regioncl + mixup + densecl

porn_identification

implement image processing with a combination of C and python3 based on socket communication

Segmentatron

My implementation of some segmentation algorithms

AutoAugment_opencv

autoaugment and randomaugment implemented with python opencv(cv2)

ImageNet-Loader

An imagenet dataloader implemented with opencv and pybind11 based on multi-threading

CAPTCHA_IND

Identify CAPTCHA basing on CNN implemented by mxnet

GAN-mxnet

GAN implemented with mxnet