Satya's repositories
depth_estimation_stereo_images
Depth Estimation using Stereo images using deep learning based architecture for disparity measurement.The architectures used for disparity estimation are BgNet,CreStereo, Raft-Stereo, HitNet,GwcNet etc.
linear_kalman_filter
Object Tracking with Kalman Filter
object_detection_with_transformer
Object Detection with Transformers : DETR, Conditional DETR, Deformable DETR, Dynamic Head
semanticseg_arch_evaluation
Real time Semantic Segmentation on Cityscapes dataset.
quantization
Model Quantization with Pytorch, Tensorflow & Larq
face-landmark-detection
face & landmark detection using deep neural network
incremental_system_using_knowledge_distillation
This project is to showcase how to use Knowledge distillation technique to develop incremental learning system.This is a implementation of the paper https://arxiv.org/abs/1811.08051.
instance_segmentation
Real time Instance Segmentation with detectron2.It uses SoloV2,Centermask,CondInst & MaskRCNN on cusom Balloon dataset
multi_object_tracking
Multi-Object tracking: