Tanisha Khurana's Projects
Code release for NeRF (Neural Radiance Fields)
Pytorch implementation of various neural network interpretability methods
Most popular metrics used to evaluate object detection algorithms.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
PyTorch implementations of Generative Adversarial Networks.
Quantitative Interview Preparation Guide, updated version here ==>
Implementation of Quickdraw - an online game developed by Google
Clone a voice in 5 seconds to generate arbitrary speech in real-time
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
StyleGAN - Official TensorFlow Implementation
My Portfolio:
Train, predict, export and reload a tf.estimator for inference
TrackR-CNN baseline method for Multi-Object Tracking and Segmentation (MOTS)
π€Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
unet for image segmentation
Long-Term Feature Banks for Detailed Video Understanding
:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
A simple, fully convolutional model for real-time instance segmentation.
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/