Kunal Kabi's repositories
bi-lstm-crf
A PyTorch implementation of the BI-LSTM-CRF model.
crfasrnn_keras
CRF-RNN Keras/Tensorflow version
crfasrnn_pytorch
CRF-RNN PyTorch version http://crfasrnn.torr.vision
CRFasRNNLayer
Conditional Random Fields as Recurrent Neural Networks (Tensorflow)
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
FairMOT
A simple baseline for one-shot multi-object tracking
Faster-RCNN_TF
Faster-RCNN in Tensorflow
FastMaskRCNN
Mask RCNN in TensorFlow
FastVideoObjectDetector
RCNN algorithm adapted for detection in video
KivyMD-Basics
Basics of KivyMD for the tutorial video series.
LSTM-CRF
A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.:smirk:
mots_tools
Tools for evaluating and visualizing results for the Multi Object Tracking and Segmentation (MOTS) task
Object_Detection_Tracking
Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet.
py-faster-rcnn-with-new-dataset
Train Faster R-CNN on Another dataset (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
Python
Python Google Colab Files
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
SST
Single Shot Tracker
TrackR-CNN
TrackR-CNN baseline method for Multi-Object Tracking and Segmentation (MOTS)
TSPs-with-Profit
Tabu Search heuristic for Travelling Salesperson Problems with Profits