Pinned

1. Track-COCO-Objects Track-COCO-Objects Public

   Track objects in COCO dataset.

   Python

2. Recognition-and-Classification-of-Facial-Attributes Recognition-and-Classification-of-Facial-Attributes Public

   Created a classifier that can identify and classify 41 types of facial attributes, using an ImageNet pre-trained ResNext50 model provided by PyTorch and CelebA dataset. Multiple data augmentation t…

   Python 9

3. Image-Super-Resolution Image-Super-Resolution Public

   Created a model that can increase the resolution of images by 4 times, using an SRResNet model provided by BasicSR framework and DIV2K data set. Multiple data augmentation techniques were used alon…

   Python

4. Disparity-Computing-from-Stereo-Vision Disparity-Computing-from-Stereo-Vision Public

   Disparity Computing of rectified images of the same scene captured from two different viewpoints.

   Python 1 1

5. Histogram-Equalization Histogram-Equalization Public

   Histogram equalization based image processing to improve the contrast of the image

   Python 1

6. Design-and-Train-Neural-Network-from-Scratch Design-and-Train-Neural-Network-from-Scratch Public

   Explore the Math behind it by designing a neural network, derive the parameter gradients with respect to loss function and update the parameter weights and update the weight parameters using the gr…

   Python