fix: updating the v0.4.0 release dev guide

DEVELOPER_GUIDE.md

@@ -20,30 +20,51 @@ CV-CUDA includes:
 
 | Pre/Post-Processing Operators | Definition |
 |-------------------------------|------------|
+| Adaptive Thresholding | Chooses threshold based on smaller regions in the neighborhood of each pixel. |
+| Advanced Color Format Conversions | Performs color conversion from interleaved RGB/BGR <-> YUV/YVU and semi planar. Supported standards: BT.601. BT.709. BT.2020 |
 | AverageBlur | Reduces image noise using an average filter |
 | BilateralFilter | Reduces image noise while preserving strong edges |
+| Bounding Box | Draws an rectangular border using the X-Y coordinates and dimensions typically to define the location and size of an object in an image |
+| Box Blurring | Overlays a blurred rectangle using the X-Y coordinates and dimensions that define the location and size of an object in an image |
+| Brightness_Contrast | Adjusts brightness and contrast of an image |
 | CenterCrop | Crops an image at its center |
 | ChannelReorder | Shuffles the order of image channels |
+| Color_Twist | Adjusts the hue saturation brightness and contrast of an image |
 | Composite | Composites two images together |
 | Conv2D | Convolves an image with a provided kernel |
 | CopyMakeBorder | Creates a border around an image |
 | CustomCrop | Crops an image with a given region-of-interest |
 | CvtColor | Converts an image from one color space to another |
-| DataTypeConvert | Converts an image’s data type, with optional scaling |
+| DataTypeConvert | Converts an image’s data type with optional scaling |
 | Erase | Erases image regions |
+| Find Contours | Extract closed contours from an input binary image |
 | Flip | Flips a 2D image around its axis |
 | GammaContrast | Adjusts image contrast |
 | Gaussian | Applies a gaussian blur filter to the image |
-| JointBilateralFilter | Reduces image noise while preserving strong edges <br> based on a guidance image |
+| Gaussian Noise | Generates a statistical noise with a normal (Gaussian) distribution |
+| Histogram | Provides a grayscale value distribution showing the frequency of occurrence of each gray value. |
+| Histogram Equalizer | Allows effective spreading out the intensity range of the image typically used to improve contrast |
+| Inpainting | Performs inpainting by replacing a pixel by normalized weighted sum of all the known pixels in the neighborhood |
+| Joint Bilateral Filter | Provides a edge-preserving denoising filter |
 | Laplacian | Applies a Laplace transform to an image |
 | MedianBlur | Reduces an image’s salt-and-pepper noise |
+| MinArea Rect | Finds the minimum area rotated rectangle typically used to draw bounding rectangle with minimum area |
+| MinMaxLoc | Finds the maximum and minimum values in a given array |
 | Morphology | Performs morphological erode and dilate transformations |
+| Morphology (close) |  Performs morphological operation that involves dilation followed by erosion on an image |
+| Morphology (open) |  Performs morphological operation that involves erosion followed by dilation on an image |
+| Non-max Suppression | Enables selecting a single entity out of many overlapping ones typically used for selecting from multiple bounding boxes during object detection |
 | Normalize | Normalizes an image pixel’s range |
-| PadStack | Stacks several images into a tensor, with border extension |
+| OSD (Polyline Line Text Rotated Rect Segmented Mask) | Displays an overlay on the image of of different forms including polyline line text rotated rectangle segmented mask |
+| PadStack | Stacks several images into a tensor with border extension |
 | PillowResize | Changes the size and scale of an image using python-pillow algorithm |
+| RandomResizedCrop | Crops a random portion of an image and resizes it to a specified size. |
 | Reformat | Converts a planar image into non-planar and vice versa |
+| Remap | Maps pixels in an image with one projection to another projection in a new image. |
 | Resize | Changes the size and scale of an image |
 | Rotate | Rotates a 2D array in multiples of 90 degrees |
+| SIFT | Identifies and matches features in images that are invariant to scale rotation and affine distortion. |
+| Thresholding | Chooses a global threshold value that is the same for all pixels across the image. |
 | WarpAffine | Applies an affine transformation to an image |
 | WarpPerspective | Applies a perspective transformation to an image |
 

README.md

@@ -8,7 +8,7 @@
 
 [![Cuda](https://img.shields.io/badge/CUDA-v11.7-%2376B900?logo=nvidia)](https://developer.nvidia.com/cuda-toolkit-archive)
 [![GCC](https://img.shields.io/badge/GCC-v11.0-yellow)](https://gcc.gnu.org/gcc-11/changes.html)
-[![Python](https://img.shields.io/badge/python-v3.7_%7c_v3.8_%7c_v3.9_%7c_v3.10-blue?logo=python)](https://www.python.org/)
+[![Python](https://img.shields.io/badge/python-v3.7_%7c_v3.8_%7c_v3.10-blue?logo=python)](https://www.python.org/)
 [![CMake](https://img.shields.io/badge/CMake-v3.22-%23008FBA?logo=cmake)](https://cmake.org/)
 
 CV-CUDA is an open-source project that enables building efficient cloud-scale