Projects
| Image Colorization with Conditional GANs Mentor: Prof. Priyanka Bagade Worked on pix2pix image colorization model with deep residual UNet and generator pre-training. Experimented with generator designs and regularizers; assessed on ImageNet and MSCOCO using PSNR and FID score. GitHub |  |
| Safe Vehicle System using Internet of Things Mentor: Prof. Priyanka Bagade Built a drowsy driver detection system, utilizing YOLO, Eyenet, and CNNs for face masks, seatbelts, and gaze detection. End-to-end testing was done on Proteus simulator using Raspberry Pi. GitHub |  |
| Analyzing Various Factors Affecting Climate Change Mentor: Prof. Arnab Bhattacharya Comprehensive analysis of climate change factors: emissions, temperature rise, glacier melt, sea-level rise, plastic, deforestation, linking to disasters and species endangerment. Processed 40+ datasets, revealing climate change insights through meticulous data preprocessing and analysis. GitHub |  |