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Name: Tejas Gaikwad
Type: User
Company: IIT Jodhpur
Bio: Master's Student at Indian Institute of Technology, Jodhpur, India
Location: India
Blog: [email protected]
Name: Tejas Gaikwad
Type: User
Company: IIT Jodhpur
Bio: Master's Student at Indian Institute of Technology, Jodhpur, India
Location: India
Blog: [email protected]
Courses Projects/Assignment for Adv. Biometrics
FGSM attack on CIFAR-10 with various scenarios
Course Projects, Assignments, Paper reviews and Presentation
Implement a simple encoder-decoder neural network with one hidden layer using theimages of George Bush from the LFW Face database. Use the MSE loss and 70:20:10train:val:test split to train the network. Compare the reconstruction error with a simple(linear)PCA (use the same split. Vary the number of the top few eigen vectors during reconstruction).
papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
Bayesian inference for the given Data
Bayesian Inferencing for perceptual grouping
Small Projects Related to AI
Bias Generation in ML Model, Evaluation metrics (Mean, Standard Deviation, ROC, Confusion Matrix, Precision Recall, Equal Error Rate)
LSB steganography and detection
DeepFaceLab is the leading software for creating deepfakes.
Course Assignments and Project
Real-time Facial Emotion Detection using deep learning
GradCAM plus plus to visualise constellation points responsible for correct modulation classification based on Constellation points for 4PSK, 8PSK, 8QAM, 16QAM and 64QAM
Face Swapping module written using Python
[CVPR2020] Adversarial Latent Autoencoders
TearDrop, ForeHead(Cheecks), Area under Nose detection
Pre-trained weights : Imagenet, New Data: PASCAL VOC 2012
👀 Eye Tracking library easily implementable to your projects
Machine Learning codes for Several Applications and DataSet
Compression and Reconstruction of Images(FACE DATASET and some other images) using PCA
K-Means clustering on 3D randomly generated data points
Knowledge Representation via RDF (Resource Description Framework)
Mask Based Unsupervised Content Transfer (ICLR 2020)
Sample ML Model Deployment
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
China tencent open source team.