ssbagalkar

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

CenterTrack

Simultaneous object detection and tracking using center points.

defgrid-release

Official PyTorch implementation of Deformable Grid (ECCV 2020)

TracKit

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

benchmark_results

Visual Tracking Paper List

Comparison

Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

faiss

A library for efficient similarity search and clustering of dense vectors.

lemon-dataset

Lemons quality control dataset

lightly

A python library for self-supervised learning.

Long-term-Visual-Tracking

Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-interview

Minimum Viable Study Plan for Machine Learning Interviews from FAAG, Snapchat, LinkedIn.

MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

norfair

Lightweight Python library for adding real-time 2D object tracking to any detector.

Online-Visual-Tracking-SOTA

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

PreciseRoIPooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

PythonDataStructuresPractice

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytracking

Visual tracking library based on PyTorch.

reactnd-contacts-app

RPT

RPT: Learning Point Set Representation for Siamese Visual Tracking

SiamDW

[CVPR'19 Oral] Deeper and Wider Siamese Networks for Real-Time Visual Tracking

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

Weakly-Supervised-Object-Localization

Weakly Supervised Object Localization Papers