Amit's repositories
3D-face-reconstruction
3D Face Reconstruction from a Single Image using Direct Volumetric CNN Regression.
3DSfMFaceReconstruction
Deep Unsupervised 3D SfM Face Reconstruction Based on Massive Landmark Bundle Adjustment.
AdaptiveWingLoss
[ICCV 2019] Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression - Official Implementation
akumar.github.io
Personal webpage
Beyond3DMM
Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction, ECCV, 2020
Deep3DFaceRecon_pytorch
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.
detr
End-to-End Object Detection with Transformers
Exploiting-Spatial-temporal-Relationships-for-3D-Pose-Estimation-via-Graph-Convolutional-Networks
code for ICCV 2019 Paper Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks
extreme_3d_faces
Extreme 3D Face Reconstruction: Looking Past Occlusions
face.evoLVe.PyTorch
🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
landmark-detection
Several landmark detection algorithms, implemented in PyTorch.
mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
next_word_prediction
Pytorch implementation of next word prediction. Includes my own implementation of Google AI's Transformer architecture
OpenSeeFace
Robust realtime face and facial landmark tracking with Unity integration
PFLD-pytorch
PFLD pytorch Implementation
PIPNet
Efficient facial landmark detector
pytorch_face_landmark
Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
Res2Net-PretrainedModels
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
TDAN-VSR-CVPR-2020
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
VideoPose3D
Efficient 3D human pose estimation in video using 2D keypoint trajectories