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iamZe's starred repositories

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.030981 314 893

ffmpeg-python

Python bindings for FFmpeg - with complex filtering support

Language:PythonApache-2.09741 114 700

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

Language:Jupyter NotebookMIT9366 286 260

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Language:PythonAGPL-3.09185 89 361

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

Language:PythonGPL-3.05209 95 303

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

Language:Jupyter NotebookApache-2.04952 59 28

pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Language:PythonApache-2.04461 52 505

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

Language:PythonMIT3984 37 149

FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

Language:PythonMIT3959 84 523

pytorchviz

A small package to create visualizations of PyTorch execution graphs

Language:Jupyter NotebookMIT3121 31 63

Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

Language:PythonMIT2374 55 244

Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

Language:PythonMIT1499 23 43

py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

Language:PythonMIT1362 22 149

Unsupervised-Classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Language:PythonNOASSERTION1341 54 127

CBAM.PyTorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

Language:Python1314 12 14

ECANet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Language:PythonMIT1236 15 68

mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Language:PythonMIT659 10 62

deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

LGPL-3.0496 14 45

deep-generative-prior

Code for deep generative prior (ECCV2020 oral)

Language:PythonMIT479 13 13

rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Language:PythonMIT449 16 25

SST

Single Shot Tracker

Language:Python397 15 53

DistributionBalancedLoss

[ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"

Language:Python355 8 21

BalancedGroupSoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

Language:PythonApache-2.0351 11 25

mot_neural_solver

Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).

Language:PythonMIT350 23 41

pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Language:PythonMIT328 8 17

libmot

A Library of Multi-Object Tracking

Language:PythonGPL-3.0259 15 6

cnn-lstm

CNN LSTM architecture implemented in Pytorch for Video Classification

Language:PythonMIT246 3 6

DynamicReLU

Implementation of Dynamic ReLU on Pytorch

Language:Python203 8 10

dgc

Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)

Language:PythonMIT126 4 13

GraphNN-Multi-Object-Tracking

Unofficial PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking"

Language:Jupyter Notebook122 5 15