diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4e55bdd0..2f2c38af 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -20,7 +20,7 @@ jobs:
     strategy:
       matrix:
         operating-system: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: [3.7, 3.8, 3.9, '3.10']
+        python-version: [3.8, 3.9, '3.10']
       fail-fast: false
 
     steps:
@@ -90,29 +90,29 @@ jobs:
           pip install mmcv==2.0.0 -f https://download.openmmlab.com/mmcv/dist/cpu/torch1.13.0/index.html
           pip install mmdet==3.0.0
 
-      - name: Install YOLOv5(7.0.9)
+      - name: Install YOLOv5(7.0.13)
         run: >
-          pip install yolov5==7.0.9
+          pip install yolov5==7.0.13
 
       - name: Install DeepSparse
         run: >
           pip install deepsparse
 
-      - name: Install Transformers(4.25.1)
+      - name: Install Transformers(4.35.0)
         run: >
-          pip install transformers==4.25.1
+          pip install transformers==4.35.0
 
-      - name: Install pycocotools(2.0.6)
+      - name: Install pycocotools(2.0.7)
         run: >
-          pip install pycocotools==2.0.6
+          pip install pycocotools==2.0.7
 
-      - name: Install ultralytics
+      - name: Install ultralytics(8.0.207)
         run: >
-          pip install ultralytics==8.0.99
+          pip install ultralytics==8.0.207
 
-      - name: Install super-gradients
+      - name: Install super-gradients(3.3.1)
         run: >
-          pip install super-gradients==3.1.2
+          pip install super-gradients==3.3.1
 
       - name: Unittest for SAHI+YOLOV5/MMDET/Detectron2 on all platforms
         run: |
diff --git a/.github/workflows/ci_torch1.10.yml b/.github/workflows/ci_torch1.10.yml
deleted file mode 100644
index 07ac23dc..00000000
--- a/.github/workflows/ci_torch1.10.yml
+++ /dev/null
@@ -1,150 +0,0 @@
-name: CI (PyTorch 1.10.2, TorchVision 0.11.3)
-
-on:
-  push:
-    branches: [main]
-    paths-ignore:
-      - '**.md'
-      - '**.ipynb'
-      - '**.cff'
-
-  pull_request:
-    branches: [main]
-    paths-ignore:
-      - '**.md'
-      - '**.ipynb'
-      - '**.cff'
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        operating-system: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: [3.7, 3.8, 3.9]
-      fail-fast: false
-
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Restore Ubuntu cache
-        uses: actions/cache@v3
-        if: matrix.operating-system == 'ubuntu-latest'
-        with:
-          path: ~/.cache/pip
-          key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py')}}
-          restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}-
-
-      - name: Restore MacOS cache
-        uses: actions/cache@v3
-        if: matrix.operating-system == 'macos-latest'
-        with:
-          path: ~/Library/Caches/pip
-          key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py')}}
-          restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}-
-
-      - name: Restore Windows cache
-        uses: actions/cache@v3
-        if: matrix.operating-system == 'windows-latest'
-        with:
-          path: ~\AppData\Local\pip\Cache
-          key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py')}}
-          restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}-
-
-      - name: Update pip
-        run: python -m pip install --upgrade pip
-
-      - name: Lint with flake8, black and isort
-        run: |
-          pip install -e .[dev]
-          # stop the build if there are Python syntax errors or undefined names
-          python -m scripts.run_code_style check
-
-          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-          flake8 . --exit-zero --max-complexity=10 --max-line-length=127
-
-      - name: Install core dependencies
-        run: >
-          pip install -r requirements.txt
-
-      - name: Install PyTorch(1.10.2) and TorchVision(0.11.3) on Linux and Windows
-        if: >
-          matrix.operating-system == 'ubuntu-latest' ||
-          matrix.operating-system == 'windows-latest'
-        run: >
-          pip install torch==1.10.2+cpu torchvision==0.11.3+cpu
-          -f https://download.pytorch.org/whl/torch_stable.html
-
-      - name: Install PyTorch(1.10.1) and TorchVision(0.11.2) on MacOS
-        if: matrix.operating-system == 'macos-latest'
-        run: pip install torch==1.10.1 torchvision==0.11.2
-
-      - name: Install MMDetection(3.0.0) with MMCV(2.0.0)
-        run: >
-          pip install mmengine==0.7.3
-          pip install mmcv==2.0.0 -f https://download.openmmlab.com/mmcv/dist/cpu/torch1.10.0/index.html
-          pip install mmdet==3.0.0
-
-      - name: Install YOLOv5(7.0.9)
-        run: >
-          pip install yolov5==7.0.9
-
-      - name: Install DeepSparse
-        run: >
-          pip install deepsparse
-
-      - name: Install Detectron2(0.6)
-        run: >
-          python -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.10/index.html
-
-      - name: Install Transformers(4.25.1)
-        if: >
-          matrix.python-version != '3.6'
-        run: >
-          pip install transformers==4.25.1
-
-      - name: Install pycocotools(2.0.6)
-        run: >
-          pip install pycocotools==2.0.6
-
-      - name: Install ultralytics
-        run: >
-          pip install ultralytics==8.0.99
-
-      - name: Install super-gradients
-        run: >
-          pip install super-gradients==3.1.2
-
-      - name: Unittest for SAHI+YOLOV5/MMDET/Detectron2 on all platforms
-        run: |
-          python -m unittest
-
-      - name: Install SAHI package from local setup.py
-        run: >
-          pip install -e .
-
-      - name: Test SAHI CLI
-        run: |
-          # help
-          sahi --help
-          # predict mmdet
-          sahi predict --source tests/data/ --novisual --model_path tests/data/models/mmdet/yolox/yolox_tiny_8x8_300e_coco_20211124_171234-b4047906.pth --model_config_path tests/data/models/mmdet/yolox/yolox_tiny_8xb8-300e_coco.py --image_size 320
-          sahi predict --source tests/data/coco_utils/terrain1.jpg --export_pickle --export_crop --model_path tests/data/models/mmdet/yolox/yolox_tiny_8x8_300e_coco_20211124_171234-b4047906.pth --model_config_path tests/data/models/mmdet/yolox/yolox_tiny_8xb8-300e_coco.py --image_size 320
-          sahi predict --source tests/data/coco_utils/ --novisual --dataset_json_path tests/data/coco_utils/combined_coco.json --model_path tests/data/models/mmdet/yolox/yolox_tiny_8x8_300e_coco_20211124_171234-b4047906.pth --model_config_path tests/data/models/mmdet/yolox/yolox_tiny_8xb8-300e_coco.py --image_size 320
-          # predict yolov5
-          sahi predict --no_sliced_prediction --model_type yolov5 --source tests/data/coco_utils/terrain1.jpg --novisual --model_path tests/data/models/yolov5/yolov5s6.pt --image_size 320
-          sahi predict --model_type yolov5 --source tests/data/ --novisual --model_path tests/data/models/yolov5/yolov5s6.pt --image_size 320
-          sahi predict --model_type yolov5 --source tests/data/coco_utils/terrain1.jpg --export_pickle --export_crop --model_path tests/data/models/yolov5/yolov5s6.pt --image_size 320
-          sahi predict --model_type yolov5 --source tests/data/coco_utils/ --novisual --dataset_json_path tests/data/coco_utils/combined_coco.json --model_path tests/data/models/yolov5/yolov5s6.pt --image_size 320
-          # coco yolov5
-          sahi coco yolov5 --image_dir tests/data/coco_utils/ --dataset_json_path tests/data/coco_utils/combined_coco.json --train_split 0.9
-          # coco evaluate
-          sahi coco evaluate --dataset_json_path tests/data/coco_evaluate/dataset.json --result_json_path tests/data/coco_evaluate/result.json
-          # coco analyse
-          sahi coco analyse --dataset_json_path tests/data/coco_evaluate/dataset.json --result_json_path tests/data/coco_evaluate/result.json --out_dir tests/data/coco_evaluate/
diff --git a/.github/workflows/package_testing.yml b/.github/workflows/package_testing.yml
index 9ae90195..119dd190 100644
--- a/.github/workflows/package_testing.yml
+++ b/.github/workflows/package_testing.yml
@@ -11,7 +11,7 @@ jobs:
     strategy:
       matrix:
         operating-system: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: [3.7, 3.8, 3.9]
+        python-version: [3.8, 3.9, '3.10']
       fail-fast: false
 
     steps:
@@ -55,21 +55,22 @@ jobs:
           matrix.operating-system == 'ubuntu-latest' ||
           matrix.operating-system == 'windows-latest'
         run: >
-          pip install torch==1.10.2+cpu torchvision==0.11.3+cpu
+          pip install torch==1.13.1+cpu torchvision==0.14.1+cpu
           -f https://download.pytorch.org/whl/torch_stable.html
 
-      - name: Install PyTorch(1.10.1) and TorchVision(0.11.2) on MacOS
+      - name: Install PyTorch on MacOS
         if: matrix.operating-system == 'macos-latest'
-        run: pip install torch==1.10.1 torchvision==0.11.2
+        run: pip install torch==1.13.1 torchvision==0.14.1
 
-      - name: Install MMDetection(2.28.1) with MMCV(1.7.0)
+      - name: Install MMDetection(3.0.0) with MMCV(2.0.0)
         run: >
-          pip install mmcv-full==1.7.0 -f https://download.openmmlab.com/mmcv/dist/cpu/torch1.10.0/index.html
-          pip install mmdet==2.28.1
+          pip install mmengine==0.7.3
+          pip install mmcv==2.0.0 -f https://download.openmmlab.com/mmcv/dist/cpu/torch1.13.0/index.html
+          pip install mmdet==3.0.0
 
-      - name: Install YOLOv5(7.0.9)
+      - name: Install YOLOv5(7.0.13)
         run: >
-          pip install yolov5==7.0.9
+          pip install yolov5==7.0.13
 
       - name: Install DeepSparse
         run: >
@@ -79,21 +80,21 @@ jobs:
         run: >
           python -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.10/index.html
 
-      - name: Install Transformers(4.25.1)
+      - name: Install Transformers(4.35.0)
         run: >
-          pip install transformers==4.25.1
+          pip install transformers==4.35.0
 
-      - name: Install pycocotools(2.0.6)
+      - name: Install pycocotools(2.0.7)
         run: >
-          pip install pycocotools==2.0.6
+          pip install pycocotools==2.0.7
 
-      - name: Install ultralytics
+      - name: Install ultralytics(8.0.207)
         run: >
-          pip install ultralytics==8.0.99
+          pip install ultralytics==8.0.207
 
-      - name: Install super-gradients
+      - name: Install super-gradients(3.3.1)
         run: >
-          pip install super-gradients==3.1.2
+          pip install super-gradients==3.3.1
 
       - name: Install latest SAHI package
         run: >
diff --git a/requirements.txt b/requirements.txt
index 53f9522c..4b8c00a5 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-opencv-python>=4.2.0.32
+opencv-python<=4.8
 shapely>=1.8.0
 tqdm>=4.48.2
 pillow>=8.2.0
diff --git a/setup.py b/setup.py
index bcde9dc1..755fba41 100644
--- a/setup.py
+++ b/setup.py
@@ -36,7 +36,7 @@ def get_version():
     python_requires=">=3.6",
     install_requires=get_requirements(),
     extras_require={
-        "tests": ["mmdet==2.28.1", "pycocotools==2.0.6"],
+        "tests": ["mmdet==3.0.0", "pycocotools==2.0.6"],
         "dev": [
             "black==22.3.0",
             "flake8==3.9.2",
@@ -51,10 +51,10 @@ def get_version():
         "Intended Audience :: Developers",
         "Intended Audience :: Science/Research",
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
         "Topic :: Software Development :: Libraries",
         "Topic :: Software Development :: Libraries :: Python Modules",
     ],