Pinned Repositories
Anomaly-Detection-using-Spatiotemporal-Autoencoder
Avoid-try-except-repetition
Avoid writing multiple try-except blocks to make make code more readable
deepwilson.github.io
Personal blog
DLCV
Concepts and implementations related to deep learning for computer vision
JPEG-artifacts-removal-using-DnCNN
Using a Denoising CNN to remove JPEG artifacts arising from compressing images
Sketch-Query-Guided-Object-Detection
fundamentals of DETR
Universal-Data-Augmentation-for-Bounding-Boxes
Avoid writing separate code for bounding box updation for each type of data augmentation for Object Detection pipelines. Optimized for integration with tf.data pipeline for GPU execution.
vehicle_reid
deepwilson's Repositories
deepwilson/Universal-Data-Augmentation-for-Bounding-Boxes
Avoid writing separate code for bounding box updation for each type of data augmentation for Object Detection pipelines. Optimized for integration with tf.data pipeline for GPU execution.
deepwilson/Avoid-try-except-repetition
Avoid writing multiple try-except blocks to make make code more readable
deepwilson/deepwilson.github.io
Personal blog
deepwilson/JPEG-artifacts-removal-using-DnCNN
Using a Denoising CNN to remove JPEG artifacts arising from compressing images
deepwilson/Anomaly-Detection-using-Spatiotemporal-Autoencoder
deepwilson/arrow
Better dates & times for Python
deepwilson/DLCV
Concepts and implementations related to deep learning for computer vision
deepwilson/Sketch-Query-Guided-Object-Detection
fundamentals of DETR
deepwilson/vehicle_reid
deepwilson/Class-Activation-Map
deepwilson/Classification-Image-segmentation-and-sentimental-analysis
A deep learning model using tensor flow which classifies pre-described images in a photo when given as input. I have implemented this as a part of my course Unstructured Data Analytics at Carnegie Mellon University. Please use requirements.txt to install required softwares and proceed for the code. Data can be found in the zip files below. Contact me for more details.
deepwilson/CPP-Tutorials
Under construction
deepwilson/Deep-learning-photo-OCR
deepwilson/DSA-Practice-Codes-Python-C-
deepwilson/five-video-classification-methods
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
deepwilson/insights
deepwilson/keras-cv
Industry-strength Computer Vision workflows with Keras
deepwilson/LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
deepwilson/librealsense
Intel® RealSense™ SDK
deepwilson/mdetr
deepwilson/NeuralNetwork-XOR
A simple python neural network implementation for the XOR problem
deepwilson/RealSense2Sample
RealSense SDK 2 Sample Program
deepwilson/sketch_guided_detr
deepwilson/ssd-tf2
A super clean implementation of SSD (Single Shot MultiBox Detector) made possible by Tensorflow 2.0
deepwilson/thesis_sketch_guided_detr
Academic project page for Master's Thesis