From 259ad7226d6e43cd9b86051e505d86bcd73edd6e Mon Sep 17 00:00:00 2001 From: Florian Vahl Date: Tue, 11 Apr 2023 16:10:27 +0200 Subject: [PATCH 1/7] Fix CI --- .github/workflows/main.yml | 28 +++++++++++----------------- 1 file changed, 11 insertions(+), 17 deletions(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index cb76a55..16c9a43 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -1,21 +1,24 @@ -name: Ubuntu CI +name: CI -on: [push, pull_request, workflow_dispatch] +on: [pull_request, workflow_dispatch] jobs: main: - runs-on: ubuntu-18.04 + runs-on: ${{ matrix.os }} + strategy: + matrix: + os: [ubuntu-22.04, ubuntu-20.04, windows-latest] steps: - uses: actions/checkout@v2 - name: Set up Python uses: actions/setup-python@v1 with: - python-version: 3.7 + python-version: 3.8 - name: Upgrade pip run: python3 -m pip install --upgrade pip - + - name: Install Poetry run: pip3 install poetry --user @@ -25,18 +28,9 @@ jobs: # Prints the help pages of all scripts to see if the imports etc. work - name: Test the help pages run: | - poetry run yolo-train -h - poetry run yolo-test -h - poetry run yolo-detect -h - - - name: Demo Training - run: poetry run yolo-train --data config/custom.data --model config/yolov3.cfg --epochs 30 - - - name: Demo Evaluate - run: poetry run yolo-test --data config/custom.data --model config/yolov3.cfg --weights checkpoints/yolov3_ckpt_29.pth - - - name: Demo Detect - run: poetry run yolo-detect --batch_size 2 --weights checkpoints/yolov3_ckpt_29.pth + poetry run yoeo-train -h + poetry run yoeo-test -h + poetry run yoeo-detect -h linter: runs-on: ubuntu-18.04 From f8ce9e8bd62a016a318f093a3721814b513ca236 Mon Sep 17 00:00:00 2001 From: Florian Vahl <7vahl@informatik.uni-hamburg.de> Date: Tue, 11 Apr 2023 17:52:35 +0200 Subject: [PATCH 2/7] Add dummy data --- README.md | 4 ++-- config/custom.data | 3 +-- data/custom/images/1028-img00671.png | Bin 0 -> 718843 bytes .../138-16_02_2018__12_01_43_0417_upper.png | Bin 0 -> 860299 bytes data/custom/labels/1028-img00671.txt | 4 ++++ .../138-16_02_2018__12_01_43_0417_upper.txt | 7 +++++++ data/custom/train.txt | 2 ++ data/custom/valid.txt | 2 ++ data/custom/yoeo_names.yaml | 8 ++++++++ .../yoeo_segmentations/1028-img00671.png | Bin 0 -> 4128 bytes .../138-16_02_2018__12_01_43_0417_upper.png | Bin 0 -> 5567 bytes 11 files changed, 26 insertions(+), 4 deletions(-) create mode 100644 data/custom/images/1028-img00671.png create mode 100644 data/custom/images/138-16_02_2018__12_01_43_0417_upper.png create mode 100644 data/custom/labels/1028-img00671.txt create mode 100644 data/custom/labels/138-16_02_2018__12_01_43_0417_upper.txt create mode 100644 data/custom/train.txt create mode 100644 data/custom/valid.txt create mode 100644 data/custom/yoeo_names.yaml create mode 100644 data/custom/yoeo_segmentations/1028-img00671.png create mode 100644 data/custom/yoeo_segmentations/138-16_02_2018__12_01_43_0417_upper.png diff --git a/README.md b/README.md index 1247fd9..b3ee34e 100644 --- a/README.md +++ b/README.md @@ -68,7 +68,7 @@ You can adjust the log directory using `--logdir ` when running `tensorboa ## Train on Custom Dataset #### Classes -Add class names to `data/custom/classes.names`. This file should have one row per class name. +Add class names to `data/custom/yoeo_names.yaml`. #### Image Folder Move the images of your dataset to `data/custom/images/`. @@ -77,7 +77,7 @@ Move the images of your dataset to `data/custom/images/`. Move your yolo annotations to `data/custom/labels/`. The dataloader expects that the annotation file corresponding to the image `data/custom/images/train.jpg` has the path `data/custom/labels/train.txt`. Each row in the annotation file should define one bounding box, using the syntax `label_idx x_center y_center width height`. The coordinates should be scaled `[0, 1]`, and the `label_idx` should be zero-indexed and correspond to the row number of the class name in `data/custom/classes.names`. #### Segmentation Annotation Folder -Move your segmentation annotations to `data/custom/segmentations/`. The dataloader expects that the annotation file corresponding to the image `data/custom/images/train.jpg` has the path `data/custom/segmentations/train.png`. The classes for each pixel are encoded via the class id. +Move your segmentation annotations to `data/custom/yoeo_segmentations/`. The dataloader expects that the annotation file corresponding to the image `data/custom/images/train.jpg` has the path `data/custom/yoeo_segmentations/train.png`. The classes for each pixel are encoded via the class id. #### Define Train and Validation Sets In `data/custom/train.txt` and `data/custom/valid.txt`, add paths to images that will be used as train and validation data respectively. diff --git a/config/custom.data b/config/custom.data index 008dc40..bc357aa 100644 --- a/config/custom.data +++ b/config/custom.data @@ -1,4 +1,3 @@ -classes= 1 train=data/custom/train.txt valid=data/custom/valid.txt -names=data/custom/class_names.yaml +names=data/custom/yoeo_names.yaml diff --git a/data/custom/images/1028-img00671.png b/data/custom/images/1028-img00671.png new file mode 100644 index 0000000000000000000000000000000000000000..f277c28bdf5c7c5d2f5c77bec11ed35207ea4b51 GIT binary patch literal 718843 zcmV(&K;gfMP)>knVRJ^q?bUebS&gYsHxMHo*MtPEi4`Qs-q?^MoMB@D zpu!VM8&i)aW_ZAE%Cx3nV)BoU~{DA-THQ3rO zGbIFGC{yPIr?HYOi=MNgdkrkw`T8KlLAsE%QNcOG8Cj2ewzD(#RY&ckUS zJC-w26{#U1?^F=U0ctc6H!g3Pvzho0nWH&SGs>;qvsV(Zw 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a/yoeo/utils/loss.py b/yoeo/utils/loss.py index e4426e3..a4ad99f 100644 --- a/yoeo/utils/loss.py +++ b/yoeo/utils/loss.py @@ -152,7 +152,20 @@ def build_targets(p, targets, model): t = targets * gain # Check if we have targets if nt: - t = t.squeeze(0) + # Check if we use anchor boxes + if na == 1: + # If we don't use anchor boxes we just use the first anchor box + t = t.squeeze(0) + else: + # Calculate ration between anchor and target box for both width and height + t = t.squeeze(0) + r = t[:, :, 4:6] / anchors[:, None] + # Select the ratios that have the highest divergence in any axis and check if the ratio is less than 4 + j = torch.max(r, 1. / r).max(2)[0] < 4 + # Only use targets that have the correct ratios for their anchors + # That means we only keep ones that have a matching anchor and we loose the anchor dimension + # The anchor id is still saved in the 7th value of each target + t = t[j] else: t = targets[0] From 683f657189d7760285cae8c8039ac328417d92bf Mon Sep 17 00:00:00 2001 From: Florian Vahl <7vahl@informatik.uni-hamburg.de> Date: Tue, 11 Apr 2023 18:01:56 +0200 Subject: [PATCH 4/7] Add demo training --- .github/workflows/main.yml | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 16c9a43..0ae3bd4 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -32,6 +32,15 @@ jobs: poetry run yoeo-test -h poetry run yoeo-detect -h + - name: Demo Training + run: poetry run yoeo-train --data config/custom.data --epochs 30 + + - name: Demo Evaluate + run: poetry run yoeo-test --data config/custom.data --weights checkpoints/yoeo_checkpoint_29.pth + + - name: Demo Detect + run: poetry run yoeo-detect --batch_size 2 --weights checkpoints/yoeo_checkpoint_29.pth + linter: runs-on: ubuntu-18.04 steps: From aff8679042da71c833093feb855f9154a7af1614 Mon Sep 17 00:00:00 2001 From: Florian Vahl <7vahl@informatik.uni-hamburg.de> Date: Tue, 11 Apr 2023 19:00:55 +0200 Subject: [PATCH 5/7] Bump ubuntu version --- .github/workflows/main.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 0ae3bd4..69bdfdb 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -42,7 +42,7 @@ jobs: run: poetry run yoeo-detect --batch_size 2 --weights checkpoints/yoeo_checkpoint_29.pth linter: - runs-on: ubuntu-18.04 + runs-on: ubuntu-22.04 steps: - uses: actions/checkout@v2 From 278c12efab76ed81c56d7c3b7ec3a3209c4849a5 Mon Sep 17 00:00:00 2001 From: Florian Vahl Date: Wed, 12 Apr 2023 07:59:55 +0200 Subject: [PATCH 6/7] Update yoeo/utils/loss.py Co-authored-by: Jan Gutsche <34797331+jaagut@users.noreply.github.com> --- yoeo/utils/loss.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/yoeo/utils/loss.py b/yoeo/utils/loss.py index a4ad99f..2a4c0ff 100644 --- a/yoeo/utils/loss.py +++ b/yoeo/utils/loss.py @@ -157,7 +157,7 @@ def build_targets(p, targets, model): # If we don't use anchor boxes we just use the first anchor box t = t.squeeze(0) else: - # Calculate ration between anchor and target box for both width and height + # Calculate ratio between anchor and target box for both width and height t = t.squeeze(0) r = t[:, :, 4:6] / anchors[:, None] # Select the ratios that have the highest divergence in any axis and check if the ratio is less than 4 From 6b759d8d3a17a0116ce0877343c04706af7ded93 Mon Sep 17 00:00:00 2001 From: Florian Vahl Date: Wed, 12 Apr 2023 13:21:58 +0200 Subject: [PATCH 7/7] Simplify based on feedback --- yoeo/utils/loss.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/yoeo/utils/loss.py b/yoeo/utils/loss.py index 2a4c0ff..f819b52 100644 --- a/yoeo/utils/loss.py +++ b/yoeo/utils/loss.py @@ -152,13 +152,10 @@ def build_targets(p, targets, model): t = targets * gain # Check if we have targets if nt: + t = t.squeeze(0) # Check if we use anchor boxes - if na == 1: - # If we don't use anchor boxes we just use the first anchor box - t = t.squeeze(0) - else: + if na != 1: # Calculate ratio between anchor and target box for both width and height - t = t.squeeze(0) r = t[:, :, 4:6] / anchors[:, None] # Select the ratios that have the highest divergence in any axis and check if the ratio is less than 4 j = torch.max(r, 1. / r).max(2)[0] < 4

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