From c24d21c788c4ccba2768bb5acc7a6aa7187a8093 Mon Sep 17 00:00:00 2001 From: "srishti.dutta1111" Date: Tue, 25 Aug 2026 14:50:42 +0530 Subject: [PATCH] Add Visualization utilities article --- NEWS.md | 1 + _pkgdown.yml | 2 + vignettes/examples/assets/viz-boxes.jpg | Bin 0 -> 63923 bytes vignettes/examples/assets/viz-fcn-classes.jpg | Bin 0 -> 37157 bytes vignettes/examples/assets/viz-fcn-dog1.jpg | Bin 0 -> 35753 bytes vignettes/examples/assets/viz-fcn-dog2.jpg | Bin 0 -> 33547 bytes vignettes/examples/assets/viz-grid.jpg | Bin 0 -> 119911 bytes vignettes/examples/assets/viz-keypoints.jpg | Bin 0 -> 62553 bytes vignettes/examples/assets/viz-rfdetr-dog1.jpg | Bin 0 -> 63572 bytes vignettes/examples/assets/viz-rfdetr-dog2.jpg | Bin 0 -> 62182 bytes .../examples/visualization-utilities.Rmd | 177 ++++++++++++++++++ 11 files changed, 180 insertions(+) create mode 100644 vignettes/examples/assets/viz-boxes.jpg create mode 100644 vignettes/examples/assets/viz-fcn-classes.jpg create mode 100644 vignettes/examples/assets/viz-fcn-dog1.jpg create mode 100644 vignettes/examples/assets/viz-fcn-dog2.jpg create mode 100644 vignettes/examples/assets/viz-grid.jpg create mode 100644 vignettes/examples/assets/viz-keypoints.jpg create mode 100644 vignettes/examples/assets/viz-rfdetr-dog1.jpg create mode 100644 vignettes/examples/assets/viz-rfdetr-dog2.jpg create mode 100644 vignettes/examples/visualization-utilities.Rmd diff --git a/NEWS.md b/NEWS.md index 4584b675..c6d4ba9c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -35,6 +35,7 @@ * Detection datasets (`coco_detection_dataset()`, `pascal_detection_dataset()` and the `rf100_*_collection()`s) now inherit the `object_detection_dataset` class and their item target `y` the `object_detection_target` class. Segmentation datasets (`coco_segmentation_dataset()`, `pascal_segmentation_dataset()`, `cityscapes_dataset()`, `oxfordiiitpet_segmentation_dataset()` and `rf100_peixos_segmentation_dataset()`) now inherit the `segmentation_dataset` and `segmentation_target` classes. Target transforms now dispatch on those classes instead of inspecting the target fields: `target_transform_resize()`, `target_transform_rotate()`, `target_transform_affine()` and `target_transform_sahi_crop()` take an `object_detection_target`, and `target_transform_coco_masks()` and `target_transform_trimap_masks()` a `segmentation_target`. A bare list is no longer accepted as a target, so a hand-built one needs its class set (@srishtiii28, #391). +* Added a "Visualization utilities" article covering `vision_make_grid()`, `draw_bounding_boxes()`, `draw_segmentation_masks()` and `draw_keypoints()` on the output of `model_rfdetr_base()` and `model_fcn_resnet50()` (@srishtiii28, #383). ## Bug fixes and improvements diff --git a/_pkgdown.yml b/_pkgdown.yml index d359d280..fecd1650 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -31,6 +31,8 @@ navbar: href: articles/examples/fcnresnet.html - text: keypoints href: articles/examples/keypoints.html + - text: visualization-utilities + href: articles/examples/visualization-utilities.html reference: - title: Image Transforms diff --git a/vignettes/examples/assets/viz-boxes.jpg b/vignettes/examples/assets/viz-boxes.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cc0ed0f5413a3fca19d298099ae09ff5ff33efb GIT binary patch literal 63923 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zPnJWsM;wdP07Riwe`nPAyw15wa3f zCH6@mrnu76{}-oEM&Ljp4+YgKq_Pc9s^W7SBUu`Gi@l;3VCua$N)_=7yzD1`iphkcLySMo zBlN$-q;Ar^1G5=*S*mAgh`0AHi!Eb#FdhQ#K4TpCX-{J+5c$91Qq2a2 z66>`5m!UjLHs)pzkBiQ$R=FL!co{|g(3DbUPt9s;Xg zncD2$#E~5>#wzmZt>Z`E?1Xs!`@VE`MKiklCLE_(;QYVgr8>9!UgPMl z-Xa!20Nhpti26CQzLq*ThDv?)@^%F}ta94NBssvXs?{69B`*Ja;thPXBTlLQQsGP_ zsYk>&Eo|$1=Yh8=)0bh&tpW92hYw1dn9+ra-TxZ|n8cIUnd|6ybtd?Sc!-IW9zzp( z3?zMTS<@Q3!oaaIf#D!Mfm?lle116gfW)Lzn)exUj;GvnIe9Jre2l|KUxPRrCt)zK z3IjK4oog86z`|zF!cEO8JgPI}9cuuH_elL05Im=xs;P?)1^`93p+8)iap(GC4}Wwk zf))0%uIcb>j3c0Etkhgp5Zsa_bIC$T7&xVuAey~UtID(cCnf8f=910YBtzcDF#Z3q z$nlPMVT(O!(7VV&_Zy-;(b!Y%>bML)Mya5G=AY`!1m;xy`fRZ}JwLGl3lgY+bbDY~ z$JDTt(E|*1lPp*!k*SV@EFO>uk&`{!gIiT<3qAiF!YPgut7z~WGlEAs53v5X^nU% transform_to_tensor() +dog2 <- base_loader(paste0(gallery, "dog2.jpg")) %>% transform_to_tensor() +``` + +## A grid of images + +`vision_make_grid()` tiles a batch of images into a single tensor, which is a +quick way to eyeball a batch coming out of a `dataloader()`. + +```{r} +grid <- vision_make_grid(torch_stack(list(dog1, dog2)), num_rows = 2) +tensor_image_browse(grid) +``` + +![The two photographs tiled side by side into a single tensor](assets/viz-grid.jpg) + +## Bounding boxes + +`draw_bounding_boxes()` expects an `(N, 4)` tensor of boxes given as +`(xmin, ymin, xmax, ymax)` in absolute pixel coordinates. + +```{r} +boxes <- torch_tensor(rbind( + c(50, 50, 100, 200), + c(210, 150, 350, 430) +), dtype = torch_float()) + +boxed <- draw_bounding_boxes(dog1, boxes, colors = c("red", "yellow"), width = 5) +tensor_image_browse(boxed) +``` + +![Hand-written boxes: red over the trees, yellow around the corgi](assets/viz-boxes.jpg) + +## Object detection with RF-DETR + +Boxes are usually not hand written but predicted. RF-DETR expects +ImageNet-normalized inputs, so normalize before batching. The model still finds +the dogs on unnormalized input, but far less confidently: the corgi below scores +0.91 with normalization and 0.69 without. + +```{r} +norm_mean <- c(0.485, 0.456, 0.406) +norm_std <- c(0.229, 0.224, 0.225) + +batch <- torch_stack(list( + transform_normalize(dog1, norm_mean, norm_std), + transform_normalize(dog2, norm_mean, norm_std) +)) + +model <- model_rfdetr_base(pretrained = TRUE) +model$eval() +detections <- with_no_grad(model(batch))$detections +``` + +RF-DETR resizes the batch to its own working resolution internally and maps the +boxes back to the coordinates of the images you passed in, so they can be drawn +straight onto the original tensors. Each element of `detections` holds `boxes`, +`labels` and `scores` sorted by decreasing score. Keep the confident ones, and +turn the label indices into readable names with `coco_classes()`. + +```{r} +draw_detection <- function(image, detection) { + keep <- as.logical(as.array(detection$scores > 0.5)) + draw_bounding_boxes( + image, + detection$boxes[keep, , drop = FALSE], + labels = coco_classes(as.integer(detection$labels[keep])), + colors = "yellow", + width = 5, + font_size = 30 + ) +} + +tensor_image_browse(draw_detection(dog1, detections[[1]])) +tensor_image_browse(draw_detection(dog2, detections[[2]])) +``` + +![RF-DETR finds the corgi and labels it dog](assets/viz-rfdetr-dog1.jpg) +![The second image of the same batch, labeled dog too](assets/viz-rfdetr-dog2.jpg) + +## Semantic segmentation masks + +`model_fcn_resnet50()` scores every pixel against the 21 PASCAL VOC classes. Its +pretrained weights are evaluated at 520 pixels, so resize before normalizing, +and keep the resized images around to draw on: masks and image must share their +height and width. + +```{r} +resized <- lapply(list(dog1, dog2), transform_resize, size = c(520, 520)) +batch <- torch_stack(list( + transform_normalize(resized[[1]], norm_mean, norm_std), + transform_normalize(resized[[2]], norm_mean, norm_std) +)) + +model <- model_fcn_resnet50(pretrained = TRUE) +model$eval() +scores <- with_no_grad(model(batch))$out +``` + +`scores` is a `(2, 21, 520, 520)` float tensor. Handed such a tensor, +`draw_segmentation_masks()` takes the argmax over the class dimension and +colors each class that appears. + +```{r} +segmented <- draw_segmentation_masks(resized[[1]], scores[1, , , ], alpha = 0.6) +tensor_image_browse(segmented) +``` + +![Every class the model assigns: the dog in yellow, the background in pink](assets/viz-fcn-classes.jpg) + +To highlight a single class instead, build the boolean mask yourself. `dog` is +the 13th of the 21 classes, and softmax turns the scores into per-pixel +probabilities that can be thresholded. + +```{r} +dog_masks <- nnf_softmax(scores, dim = 2)[, 13, , ] > 0.7 + +tensor_image_browse(draw_segmentation_masks(resized[[1]], dog_masks[1, , ], + alpha = 0.6, colors = "blue")) +tensor_image_browse(draw_segmentation_masks(resized[[2]], dog_masks[2, , ], + alpha = 0.6, colors = "blue")) +``` + +![The dog class on its own, thresholded and shaded blue](assets/viz-fcn-dog1.jpg) +![The same mask over the German shepherd](assets/viz-fcn-dog2.jpg) + +## Keypoints + +`draw_keypoints()` takes an `(N, K, 2)` tensor holding the `(x, y)` location of +`K` keypoints for each of `N` instances. torchvision has no pose estimation +model to feed it (`model_mtcnn()` predicts five landmarks, but only on human +faces), so the keypoints here are annotated by hand: the two ear tips, the two +eyes and the nose of the corgi. `connectivity` lists the pairs of keypoint +indices to join with a line. Each line is drawn in the color of the keypoint it +starts from, so leave `colors` at its default or pass one color per keypoint. + +```{r} +keypoints <- torch_tensor(rbind( + c(220, 171), + c(296, 176), + c(239, 222), + c(262, 226), + c(242, 250) +), dtype = torch_float())$reshape(c(1, 5, 2)) + +connectivity <- list(c(1, 3), c(2, 4), c(3, 4), c(3, 5), c(4, 5)) + +posed <- draw_keypoints(dog1, keypoints, connectivity = connectivity, + radius = 6, width = 3) +tensor_image_browse(posed) +``` + +![Five hand-annotated keypoints joined by the connectivity pairs](assets/viz-keypoints.jpg)