abalikhan
My research interests are mainly focused on computer vision and deep learning domain and their applications (Image/video analysis, object detection, gaze)
INRIA, Sophia AntipolisAntibes, France
Pinned Repositories
abalikhan.github.io
awesome-human-action-recognition
list the most popular methods about human action recognition
Awesome-Temporal-Action-Detection-Temporal-Action-Proposal-Generation
Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
CV_ND
This respiratory contains materials related to Computer Vision Nano-Degree program offered by Udacity in collaboration with NVIDIA and Affectivia
CVPR-2023-Papers
data-fusion-based-gaze-estimation
Deep Fusion for 3D Gaze Estimationfrom Natural Face Images usingMulti-stream CNNs
Deep-learning-specialization
This respiratory belongs to my deep learning specialization course
deepgaze
deep architecture for gaze estimation
plant-disease-detection
Huanglongbing (citrus greening) is a disease caused due to bacteria in citrus tree leaves, which causes considerable damage to citrus fruits worldwide. Efficient and fast methods for this disease detection must be carried out to minimize the losses occur due to Huanglongbing disease. In this paper we propose pattern recognition based system to detect Huanglongbing from one of the citrus fruit leaves i.e. Orange leaves. Our complete proposed system contains five vital steps: image acquisition, image seg-mentation, feature extraction, classification and real-time implementation on resource constrained devices. We use three key features based on shape, color and texture which includes, asymmetry index of shape features, Cb component of YCbCr color space and local binary patterns of leaf texture. We evaluate our method on two different classifier named, Support Vector Ma-chine (SVM) and K-Nearest Neighbor (KNN). By using our method we achieved an accuracy of 90.5% by correctly classify-ing normal and diseased leaf images.
abalikhan's Repositories
abalikhan/data-fusion-based-gaze-estimation
Deep Fusion for 3D Gaze Estimationfrom Natural Face Images usingMulti-stream CNNs
abalikhan/CV_ND
This respiratory contains materials related to Computer Vision Nano-Degree program offered by Udacity in collaboration with NVIDIA and Affectivia
abalikhan/plant-disease-detection
Huanglongbing (citrus greening) is a disease caused due to bacteria in citrus tree leaves, which causes considerable damage to citrus fruits worldwide. Efficient and fast methods for this disease detection must be carried out to minimize the losses occur due to Huanglongbing disease. In this paper we propose pattern recognition based system to detect Huanglongbing from one of the citrus fruit leaves i.e. Orange leaves. Our complete proposed system contains five vital steps: image acquisition, image seg-mentation, feature extraction, classification and real-time implementation on resource constrained devices. We use three key features based on shape, color and texture which includes, asymmetry index of shape features, Cb component of YCbCr color space and local binary patterns of leaf texture. We evaluate our method on two different classifier named, Support Vector Ma-chine (SVM) and K-Nearest Neighbor (KNN). By using our method we achieved an accuracy of 90.5% by correctly classify-ing normal and diseased leaf images.
abalikhan/Deep-learning-specialization
This respiratory belongs to my deep learning specialization course
abalikhan/deepgaze
deep architecture for gaze estimation
abalikhan/abalikhan.github.io
abalikhan/awesome-human-action-recognition
list the most popular methods about human action recognition
abalikhan/Awesome-Temporal-Action-Detection-Temporal-Action-Proposal-Generation
Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation
abalikhan/Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
abalikhan/CVPR-2023-Papers
abalikhan/deep-learning-nanodegree
This respiratory belongs to my Deep Learning Nanodegree program from Udacity
abalikhan/gaze-estimation
abalikhan/loose-social-interaction-recognition-in-real-world-therapy-scenarios
To Do
abalikhan/machine-learning-coursera
Machine Learning course projects on coursera
abalikhan/MPIIFaceGaze
GazeEstimation
abalikhan/RecurrentGaze
Keras implementation of "Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues" paper
abalikhan/SlowFast
PyTorch implementation of SlowFast network.
abalikhan/udacity-deep-learning-nanodegree
Project work for the Udacity Deep Learning Nanodegree